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suss
Mathematics for EXTERIOR BALLISTICS
Wiley
о
■ MATHEMATICS TOR
BALLISTICS
A timely book on the elementary calculus
and differential equations used in the
theory and computation of the trajectories
and their differential corrections listed in
range tables for artillery fire control
$2.00
GILBERT AMES BLISS


Mathematics for Exterior- - Bai/istics ——
Mathematics for EXTERIOR BALLISTICS BY GILBERT AMES BLISS к Professor Emeritus of Mathematics The University of Chicago NEW YORK JOHN WILEY AND SONS, INC. Chapman and Hall, Limited London
Copyright, 1944 By Gilbert A. Bliss All Rights Reserved This book or any part thereof must not be reproduced in any form without the written permission of the publisher. PRINTED IN THE UNITED STATES OF AMERICA
PREFACE The text of this book is based upon notes for courses in Exterior Ballistics which I have given several times at the University of Chicago, and is intended primarily as a textbook for such courses. During a part of World War I, I was employed as an advisor on mathematical questions in the Range Firing Section at Aberdeen Proving Ground. While there I was impressed with the variety and effectiveness of the mathematics which can be used in exterior ballistics. In the following pages I have attempted to exhibit some of this mathematics in the setting in which it appears in prac¬ tice. The first chapter is descriptive of the sources of the data on which the fire control officer bases his use of mathematical tables in the field. Later the differential equations of a trajectory are set up and methods which have been used to integrate them are described. These methods are fundamental for the computation of the range tables used in practice. One of the earlier ones, the so-called Siacci method, was used almost exclusively in this country at the begin¬ ning of World War I. On account of an approximation which is made at one stage of the theory the method proved to be inaccurate for the trajectories with high initial elevations which became com¬ mon at that time. But it still has important uses. The methods which have largely superseded it are methods of approximate integration which have applications in many other mathematical situations requiring the solutions of differential equations, as well as in those which occur in ballistics. The integration methods mentioned in the preceding paragraph were devised for the computation of the standard trajectories which are fundamental for range tables. These are trajectories for projectiles acted on only by gravity and the resistance of the air and not subjected to disturbing influences. But an important part of a range table is the group of columns which give differential corrections to account for abnormalities of various kinds, wind, variations from normal in the density of the air, in the weight of the projectile, in the temperature of the powder charge, and many others. Chapter V is devoted to methods of computation of these corrections. It is the part of the theory to which I have contributed. iii
iv PREFACE The method described is based upon the concept of a differential correction as the so-called first differential of a function of a line. Chapter VI has the title “Bombing from Airplanes/7 Not much can be said here about the methods and mechanisms in use in the field for the solution of the problem of hitting a target on the ground with a bomb dropped from an airplane. They are closely guarded secrets, naturally not available to a civilian writer. But it is hoped that the exposition given in Chapter VI will suffice to show the character of the problem and the possibility of its solution with the help of mechanical devices which are really mechanical calculators. In concluding this preface I wish to acknowledge my indebted¬ ness to Oswald Veblen, Forest R. Moulton, Dunham Jackson, A. A. Bennett, and T. H. Gronwall, and to the men who collabo¬ rated in the preparation of the interesting chapters related to ex¬ terior ballistics in the book, “Elements of Ordnance,77 by Lieu¬ tenant Colonel Thomas J. Hayes. In his preface Colonel Hayes mentions especially R. H. Kent, L. S. Dederick, and Lieutenant Colonel H. H. Zornig in this connection. The influence of these men on me during the preparation of this book has been unwitting on their part, and they are in no way responsible for any crude¬ nesses or inaccuracies which may appear in the following pages. Their interest in ballistics and their important contributions have, however, been an inspiration. To Dr. H. H. Goldstine and Profes¬ sors E. J. McShane and W. T. Reid I am especially indebted for their interest and helpful suggestions concerning parts of the manu¬ script. Gilbert A. Bliss The University of Chicago February, 1944
CONTENTS Chapter I THE NEED FOR MATHEMATICS IN EXTERIOR BALLISTICS 1. Introduction 1 2. The structure of ballistics as an applied mathematical science 1 3. Remarks on military maps 3 4. Remarks on the orientation of a battery and the deter¬ mination of the map range and map azimuth of a trajectory 6 5. Sources for determining the corrected range and azimuth 9 6. The use of the range table 11 Chapter II THE DIFFERENTIAL EQUATIONS FOR A TRA¬ JECTORY 7. Introduction 14 8. Trajectories in a vacuum and notations 15 9. The differential equations for trajectories in air ... . 17 10. The form of the drag function 18 11. Normal air density and the equations of a standard tra¬ jectory 21 12. Experimental determination of the drag function ... 23 Chapter III THE SIACCI THEORY 13. Introduction 27 14. The differential equations with the pseudo-velocity as independent variable 27 v
vi CONTENTS 15. The Mayevski drag function and the Siacci approximation 28 16. The integration of the approximate equations . 30 17. Ballistic tables for the Siacci theory . . 31 18. Notations and formulas for Ingalls’ tables 33 19. Modifications of Siacci’s approximations for short, ap¬ proximately straight trajectories .... 37 20. Approximations for nearly straight trajectories . . 39 21. The effect of a constant head wind on horizontal flight . . 40 Chapter IV APPROXIMATE INTEGRATION OF THE EQUA¬ TIONS OF EXTERIOR BALLISTICS 22. Introduction .... 42 23. Interpolation formulas . 42 24. Simpson’s rule 45 25. Preliminary remarks on the computation of trajectories 47 26. The method of computation of a trajectory . 49 27. Plans for the computation 52 28. The differential analyzer and its constituent parts . . 55 29. The differential analyzer for a simple illustrative equation 57 30. The differential analyzer for a trajectory 59 Chapter V DIFFERENTIAL CORRECTIONS 31. Introduction 63 32. The differential equations of disturbed trajectories 63 33. Functions of lines in ballistics. . . 65 34. Adjoint systems of differential equations and a funda¬ mental formula ... 68 35. The adjoint equations and the fundamental formula for trajectories ..... 68 36. Differential corrections for the range 71 37. Differential corrections for the г-coordinate of the point of fall, in particular, for a cross wind . . 74
CONTENTS vii 38. Approximate solution of the adjoint system of equations 75 39. Gronwalhs method for integrating the adjoint equations 78 40. Weighting factor curves. Ballistic wind and density . . 81 41. Differential corrections for time of flight, maximum ordinate, and angle of fall 85 42. Differential corrections for variations from normal in the velocity of sound 87 43. Differential corrections to account for the sphericity of the earth 89 44. Differential corrections to account for the rotation of the earth 92 Chapter VI BOMBING FROM AIRPLANES 45. Introduction . . 98 46. Bomb trajectories 98 47. Conditions for hitting when the flight is horizontal. 100 48. Determination of the ground speed vector .... 103 49. A linkage for solving mechanically the problem of hitting 104 TABLES FOR COMPUTATION I. Values of logio G(v) tabulated against z;2/100 in meters 110 II. Values of logio Я(?/) tabulated against ?/in meters ... 117 III. Values of d log G(v)/v dv = G'/vG tabulated against y2/100 in meters 120 IV. Coordinates, velocities, accelerations for a trajectory having vz = 563 m/s, 0O = 21° 7', C = 2.512 .... 122 V. Solutions of the adjoint equations for range corrections for the trajectory of Table JV 123 Bibliography 125 Index 127
CHAPTER I THE NEED FOR MATHEMATICS IN EXTERIOR BALLISTICS 1. Introduction. A battery commander in the field uses mathe¬ matics of a rather elementary sort for the determination of the rel¬ ative geographical positions of his battery and target, and for fire control after these positions have been determined. For problems in orientation he needs elementary surveying methods, and for fire control he must be an expert in the use of range tables. For both purposes he must have a thorough training which only skilled military specialists can give. Underlying the technique of the officer in the field, however, there is mathematics for various auxiliary purposes of a consid¬ erably more serious nature. The construction of military maps, for example, is a complicated problem of differential geometry, fundamental for the orientation of a battery. A book of consid¬ erable size could be written on this subject alone. The present pages, however, are devoted to the mathematics, mostly elemen¬ tary calculus and differential equation theory, which underlies the construction of the range tables upon which the methods of fire control are based, and without which these methods would be seriously crippled and ineffective. In this first chapter some of the problems of the battery commander are described quite roughly, not for the specialist, but only so that the reader may see the reasons why the mathematical developments of later pages are justified. 2. The structure of ballistics as an applied mathematical science. The subject of exterior ballistics is an excellent example of an ap¬ plied mathematical science.* Like every such science it consists of three parts: first, a mass of experimental data which needs to be systematized and correlated; second, a purely mathematical theory * See Bliss, Mathematical interpretations of geometrical and physical phe¬ nomena, American Mathematical Monthly, XL (1933), 472-480. 1
2 MATHEMATICS IN EXTERIOR BALLISTICS £Сн. I designed to fit the data and correlate them; and, third, there is the necessity of checking the results of the theory with the data al¬ ready accumulated or with the results of new experiments, to see whether or not theory and practice agree with the desired degree of accuracy. There is in general no strictly logical connection between the observed data and the pure mathematical theory designed to cor¬ relate them, and no unique mathematical theory by means of which the data can be coordinated. One must choose the basis of the mathematical theory so that it corresponds to the given data with the desired degree of accuracy, with the hope that the theory may predict new results of importance. Similarly there is no rigid reason why the results of the mathematical theory should agree with the physical facts with the desired degree of accuracy, and to be assured one must check by experiment in all important in¬ stances. The logical part of the theory is the structure of the purely mathematical science designed to predict new results and to bring some sort of order to those already observed. It is for the most part the pure mathematical theory which is to be exhibited in the succeeding pages of this book. In the theory of exterior ballistics the differential equations set up to describe trajectories have been always quite loosely co¬ ordinated with the observed facts, and they will doubtless be modi¬ fied and unproved from time to time in the future as they have been in the past. The differential equations for the motion of a projectile in a vacuum, for example, give as the trajectory a parab¬ ola which agrees also quite well with the actual path of a heavy body projected at relatively low velocity through the air. The ef¬ fect of air resistance in that case is relatively small. The Siacci theory in exterior ballistics, described in Chapter III, is effective for the trajectories in air with low initial inclinations for which the theory was designed, but when guns began to be fired at higher inclinations new methods had to be developed. The differential equations of this more recent theory will doubtless again give way in the not distant future to equations which may more accurately describe the effects of the rotation of a projectile. The remarks in this section are made with the purpose of warn¬ ing the reader that he must not expect a unique theory of exterior
§3] MILITARY MAPS 3 ballistics precisely related to experimental facts. The equations now used in the theory have been tested, however, and found to describe data observed in the field as accurately as one could hope to have them at the present time. 3. Remarks on military maps. The problem of the military map maker is to represent a portion of the surface of the earth upon a plane in such a way that distances and directions on the earth’s surface are preserved to scale on the map with accuracy sufficient to be useful for fire control. It is well known to mathematicians that the surface of a sphere cannot be mapped upon a plane so that all distances are preserved to scale. This will be evident intui¬ tively if we think of trying to flatten a piece of a sphere upon a plane. The spherical surface will always have to crack. But a very small portion of a spherical surface will lie very close to a plane tangent to it, and a correspondence between points on the two surfaces can be specified in such a way that the distance be¬ tween every pair of points on the spherical fragment will be very nearly equal to the distance between the corresponding points on the plane. In this section two of the correspondences which turned out to be useful for military maps in World War I will be briefly described. The first of these maps is called a Bonne projection and is based upon a simple geometrical correspondence. Consider the sphere in Figure 3 • 1 which is to be mapped upon the plane in Figure 3 • 2. We draw sample parallel circles on the sphere and consider a cone tangent to the sphere along one of them, say FOE. On the plane in Figure 3-2 we draw a vertical line C'O' equal in length to CO, and draw concentric circles with centers at Cr which will presently be made to correspond to the parallel circles on the sphere. Each point P on the sphere determines arc lengths OQ and QP. These lengths measured off on the vertical line O'Q' and the circle Q'P', respectively, determine uniquely a point Pr on the plane in Figure 3-2. For the map so constructed the parallel circles QP on the sphere evidently correspond to concentric circles with centers at the point O' on the map in Figure 3-2, and meridian circles NP on the sphere correspond to arcs N'P' on the plane, all passing through the point N' for which the distance O'N' is equal to the length of the arc ON on the sphere.
4 MATHEMATICS IN EXTERIOR BALLISTICS £Сн. I On the maps so constructed it is evident that distances between corresponding points on the arc OQN and the straight line O'Q'N' are equal, and corresponding dis¬ tances on parallel circles are also preserved. It is provable that for two curves on the sphere which meet on the initial meridian circle OQ or on the initial parallel cir¬ cle OE the angle between them is the same as that between the corresponding curves on the plane. But distances and angles on the sphere other than those just described are distorted on the map. If the point О is taken at a centrally located point of the portion of the spherical surface which it is desired to map, then dis¬ tances and angles will be very nearly preserved on the map if the neighborhood of О mapped is sufficiently small. A further property of Bonne’s projection not so important for artillery fire is that the areas of corresponding figures on the sphere and the map are equal. Lambert’s projection is a second map which makes it possible to map angles exactly and distances with close approximation over a larger area than can be attained by the Bonne projection. We again seek a representation which will map the parallel circles on the sphere in Figure 3 • 3 into the concentric circles with centers at C' in Figure 3-4. Each point P on the sphere has a latitude <p and a со-latitude u = 7r/2 — <p, and a longitude v, as shown in Figure 3-3. Let R(u) be the radius of the circle QfPr of Figure 3-4 cor¬ responding to the arbitrary parallel circle with со-latitude и in Figure 3 • 3. Let I be an arbitrarily chosen constant, and let Q'P'
§3] MILITARY MAPS 5 be the arc indicated in Figure 3-4 which subtends the angle Iv at C'. Then every point P on the sphere in Figure 3-3, with co¬ ordinates (u, v) as described, determines a unique point P' in Figure 3*4 Figure 3 • 4 whose polar coordinates, with C" as center and C'O' as initial line, are lv}. It has been shown * that when the correspondence between parallel circles on the sphere and the plane is specified by a function of the form R(u) = KEtan(u/2)J, where К, I are arbitrary constants, the map will preserve angles. It is not necessary to discuss the proof here. Such a map is said to be conformal, the conformality of the map meaning that the angle between every pair of intersecting curves on the sphere is equal to the angle between the two corresponding curves on the plane at their point of intersection. The arbitrary constants К and I can furthermore be determined so that on each of two parallel circles, say FDE and KGH, the length of every arc will be equal to that of the corresponding arc on the plane. Thus on the Lambert map so determined angles are preserved everywhere and distances are preserved to scale, not on every parallel circle, as in the Bonne projection, but on two arbitrarily selected parallel circles. * See Adams, General theory of the Lambert conformal conic projection, Special Publication No. 53, Department of Commerce, Washington, D.C., p. 23. The argument there is for an ellipsoid of revolution.
6 MATHEMATICS IN EXTERIOR BALLISTICS [Сн. I Suppose that a region of the earth’s surface is to be mapped on a plane. We select a latitude </>0 midway between the extreme lati¬ tudes of the region, say that of the point 0 on the sphere, and we select further two latitudes equidistant on each side of <p0 as the latitudes of the parallel circles FDE and KGH on which distances are to be preserved to scale. Then the map constructed as de¬ scribed above will be conformal and will have distances very nearly accurate to scale over the whole zone bounded by the two parallel circles and for some distance beyond them on each side, provided that these parallel circles are taken sufficiently near to each other. Thus on a map with = 49.5° and with KGH and FDE at lati¬ tudes 47.7° and 51.3°, respectively, it is found that errors in dis¬ tance on the map will not exceed .05 per cent in the zone between the latitudes 46.8° and 52.2°.* For a range of 10 kilometers (about 6*4 miles), for example, this would imply a maximum error of 5 meters in the representation of distances on the map, which is well within the probable error in the range of a projectile fired that dis¬ tance from a gun. The description above has concerned the representation of a sphere on the plane. The earth is an oblate spheroid and for such a surface a Lambert projection is also possible. 4. Remarks on the orientation of a battery and the determina¬ tion of the map range and map azimuth of a trajectory. For use in the field a military map has two mutually perpendicular systems of parallel straight lines marked on it, one system approximately east and west and the other approximately north and south. These markings are called the grid of the map and are used as the basis of a system of Cartesian coordinates. The origin of the co¬ ordinate system is taken at some point to the west and south of the field covered by the map so that all points on the map will have positive x- and ^/-coordinates. On a Lambert map the north and south line O'C' in Figure 3 • 4 may be taken as one north and south line of the grid of the coordinate system, and the other lines of the grid are parallel and perpendicular to this initial one. The images on the map of the meridian circles on the sphere are slightly in¬ clined to the north and south lines of the grid since these images * See Adams, loc. tit.
§4] MAP RANGE AND AZIMUTH OF A TRAJECTORY .7 are straight lines passing through a common point C'. Images on the map of parallel circles on the sphere are not coincident with the east and west lines of the grid since on the map the images of parallel circles on the sphere are themselves circles with centers at Cf. At each point P' of the map, therefore, there are three north¬ ward directions, geographic north determined by the meridian through Pf, grid north determined by the north and south grid line through P', and magnetic north determined by the direction of the needle of a compass at P'. The divergence between grid north and geographic north at a point P' of the map is simply the angle Iv in Figure 3-4, since the grid line through the point P' is parallel to the line O'Cf of the map. Magnetic north is determined by magnetic surveys and its divergence from geographic north is indicated on the map. The angle measured clockwise from geo¬ graphic north at a point P' to another line through P' is called the azimuth of the line at P'. The angle measured clockwise from grid north to the line is called the gisement of the line at P'. The field covered by a large scale military map is likely to be about 10 kilometers square, and the grid lines are spaced 1 kilo¬ meter apart. Distances may be accurate to .05 of 1 per cent, as indicated in a preceding paragraph of this section. Divergences of magnetic north from geographic north are practically constant over such a field and may be marked on the margin of the map once for all. On the map are many reference points, church spires, hill tops, prominent trees, etc., whose coordinates have been determined with accuracy by surveys. These coordinates are indicated beside each such point of the map in meters, though in measuring distances on the map larger units may be used when less accuracy is needed. When a battery takes a firing position in the field some of the first duties of the orientation officer are (1) to determine the direction of grid north from the position В of the battery, (2) to determine the coordinates of B, and (3) to determine the altitude of В in meters above sea level. Magnetic north may be determined by means of a compass at B, or geographic north may be found from an observation on Polaris or the sun or from other astro¬ nomical observations. When either of these is known grid north is determined since the angle between grid and geographic north is lv, and since the deviation of magnetic north from geographic
8 MATHEMATICS IN EXTERIOR BALLISTICS [Сн. I north is marked on the map. When north has been determined and a reference point corresponding to Q on the map is visible from the battery the coordinates (xi, yi) of В can be determined, since the gisement angle Vi and the distance d in Figure 4-1 can be measured by means of surveying instruments, and coordinates of В are then given by the formulas Xi = x2 — d sin Vi, yi = y2 — d cos Vi. The coordinates (x2, y2) of the refer¬ ence point Q are of course supposed given on the map. A contour line on the map is a line, in general curved, all of whose points are at the same altitude above sea level. The altitude of each such line in meters is indicated near the line on the map. If the point В lies on such a contour line its altitude is known. If it lies between two such lines its altitude can be determined with a fair degree of accuracy by a simple interpolation. If greater accuracy is needed a survey can be made to В from a reference point Q of the map whose alti¬ tude is known. When the coordinates (яз, Уз) of a target T are known the gisement v and range R of the line ВТ from the battery to the target in Figure 4-1 can easily be calculated by the formulas Я2 = (хз - Ж1)2 + (уз - У1)2, tan v= (хз- Xi)/(уз - yi). If now a range table is at hand listing elevations against ranges for the type of gun and projectile used by the battery, it might seem that the problem of fire control is solved, since the gisement v should specify the direction toward which the gun should be aimed, and the range R should determine by means of a range table the elevation of the gun necessary for the projectile to reach the target T. This is, however, not the case. The map range as calculated above must be corrected for a variety of disturbing causes some of which will be described in the next section. One of them which may be mentioned here is the difference in altitude
§5] DATA FOR CORRECTED RANGE AND AZIMUTH 9 between the gun В and the target T which is of course known when the altitudes of В and T above sea level are known. 5. Sources of data for determining the corrected range and azimuth. To determine just how a gun should be laid in order to hit a target one must make use of a suitable range table. Some of the data specifying the range table to be used for a particular gun and also determining the corrections which must be applied to the range and azimuth as read from the map are as follows: (1) Name of gun, type of shell, fuze, powder charge. (2) Data from the map. Map range. Map azimuth. Height of target above gun. (3) Materiel data. Weight of projectile relative to normal. Temperature of powder charge relative to normal. Cant of axle of gun. (4) Data from meteorological message. Altitude above sea level at meteorological station. Air temperature at station. Ballistic wind. Ballistic density of air. For each type of gun, shell, fuze, and powder charge a separate range table must be provided. The data under (1) determine which one of these tables must be used. In the preceding sections a description of the determination of the data in (2) from the map has been given. The first two titles under (3) indicate causes which change the initial velocity of the projectile from normal. Each projectile is marked with one of the markings ■ ■ ■■, ■ ■■■, ■ ■■■■> ■■■■■■- The weight is normal when there are four squares, and greater or less than normal when the number is greater or less than four. The temperature of the powder charge relative to normal (70°F) is inferred from the temperature of the dug-out or other storage place where the charges are stored. The final item under (3) is the cant of the axle of the gun due to unevenness in the ground.
10 MATHEMATICS IN EXTERIOR BALLISTICS [Сн. I If the axle is not horizontal the vertical plane through the axis of the gun after elevation will be different from the vertical plane through the axis before elevation and a correction to the azimuth setting must be made. The flight of a projectile is affected by air temperature and density, and of course by the wind. The meteorological message furnishes the data in this connection. To determine the wind a balloon a few feet in diameter is sent up and its position is de¬ termined from time to time by observing it with surveying instru¬ ments. The rate of rise of the balloon being known, this process will give a sequence of vectors representing the velocities of the wind at various altitudes. To determine the densities of the air at various altitudes an airplane or some other device can be sent up to record the temperatures and pressures of the air. From these the densities can be calculated by a simple formula. A single meteorological station will furnish data for many bat¬ teries by means of messages which are sent out several times a day by radio in very condensed form. Such a message gives the altitude of the station in feet above sea level, the temperature of the air at the station in Fahrenheit degrees, and the so-called ballistic wind and density for several different altitude intervals. By an altitude interval is meant an interval from 0 to a certain number h of meters. By ballistic wind for a certain altitude interval is meant a wind constant in direction and velocity at all altitudes which would have the same effect on a projectile flying in that interval as the observed winds. The latter may of course have quite different directions and velocities at different altitudes. By ballistic air density for a certain altitude interval is meant a cer¬ tain percentage of normal air density, the same at all altitudes, such that for a projectile flying in that interval the effect of the constant variation from normal of the hypothetical constant bal¬ listic air density would be the same as that of the observed densi¬ ties. The percentage variation from normal in the observed den¬ sities will in general not be constant but will vary from altitude to altitude. It is the duty of the staff of a meteorological station to determine the ballistic winds and densities for various altitude intervals from the observed winds and densities. More will be said about this in Section 39. In order to correct for wind and air
THE USE OF THE RANGE TABLE 11 § 6 J density the fire control officer must know approximately the maximum ordinate yQ of his proposed trajectory, so that he can determine the altitude interval in which the trajectory will lie. The altitude interval of the meteorological message from which he must take ballistic wind and density will then be the one for which the maximum ordinate h of the interval is the nearest one exceeding the maximum ordinate go of the trajectory. The above list of data to be applied in the laying of a gun is not complete. For very long range guns, for example, corrections may be needed to account for the effects of the rotation or spheric¬ ity of the earth, and there are other corrections which may be necessary which have not been mentioned here. 6. The use of the range table. The characteristics of a tra¬ jectory which must be taken into account in firing a gun, in par¬ ticular the corrections necessary for map range and map azimuth, are taken from a range table corresponding to the type of gun, shell, fuze, and powder charge which are to be used, as indicated above. The principal column of the range table is a list of ranges extending from zero to the maximum possible range for that par¬ ticular gun and projectile, the entries being usually 100 yards apart. In a second column, opposite each of these ranges, is the elevation which will give that range for a standard trajectory at sea level undisturbed by wind, abnormal density, or other causes. Each of the correspondences, range to elevation, belongs to a separate trajectory. One of the principal problems of range table construction is the computation of standard trajectories cor¬ responding to initial elevations sufficiently close together so that the remaining range elevation correspondences can be determined by interpolation. Not all of the data in the range table can be described here. Only enough will be mentioned so that the reader can see clearly the need for mathematics in the construction of the table. In the table are columns for the maximum ordinate, terminal velocity, angle of fall, and time of flight of each trajectory, all of which are found from the computation of the trajectory. The maximum ordinate is used in determining the altitude interval of the tra¬ jectory, so that corrections for ballistic wind and density can be properly calculated. The terminal velocity and angle of fall are
12 MATHEMATICS IN EXTERIOR BALLISTICS [Сн. I useful in estimating the destructive power of a hit by a shell. The time of flight is needed for timing a fuze of a shrapnel shell, for example, so that the shell will explode at the proper point on the trajectory. The range of a trajectory is the distance OR from the initial point О of the trajectory to what would be the point of fall R of the projectile on the horizontal plane through 0, as shown in Figure 6-1. If the target T is not in the horizontal plane OR the range read from the map will be OQ, and this must evidently be increased for a trajectory passing through T when T is above the horizontal OQ as in the figure, and decreased when T is below OQ. The range table gives for different ranges OQ the increases or de¬ creases QR corresponding to various altitudes QT of the target T above or below Q. The map range must also be corrected for variations in initial velocity due to various causes, and the range table gives for each range the corrections corresponding to changes in initial velocity. The changes in velocity to be accounted for are due to variations from normal in the weight of the projectile and the temperature of the powder charge, and sometimes to other causes. Variations from normal conditions in the air cause variations in the range of a projectile. Thus a variation in temperature from standard (59°F or 15°C) will affect the elasticity of the air. The projectile will fly farther in air of higher temperature. A follow¬ ing or opposing wind will of course affect the range, and air density lower than normal will increase the range. The fire control officer knows his altitude above sea level, and therefore also his altitude above his meteorological station, since the altitude of the station is given in the meteorological message. He has the air temoera- ture and ballistic density at the station from the message, and can therefore easily compute the temperature and ballistic density at his own gun, since the laws of variation of air temperature and air
THE USE OF THE RANGE TABLE 13 §63 density with altitude are well known. Knowing the variations from normal in the air temperature and ballistic density at the battery he can find the corresponding corrections to the range in the range table. Corrections which must be applied to map azimuth are due to cross wind, cant of axle, and drift. Like the corrections to range they are listed in the table. The drift is due to the rotation of the projectile. The purpose of the remarks in the preceding paragraphs is to show the importance of the range table for the control of the fire of a battery in the field. The corrections to map range and azimuth doubtless seem numerous and complicated. But an artillery officer in the field is a highly trained specialist. His computations are made on forms which have been carefully planned and tested. After the firing data have been accumulated the calculation of the corrections to map range and map azimuth with the help of a range table is a matter of a few minutes. The business of the mathematical ballistician is to compute the data required for range tables and to assist in the arrangement of the data in a form as convenient as possible for use in the field. The purpose of this book is the exposition of some of the mathe¬ matics which is used in that connection. The methods applied in computing trajectories from their differential equations and in finding the differential corrections to a trajectory due to disturb¬ ing influences of various sorts are mathematically interesting in themselves and can be of service in other fields as well as ballistics. Some of these methods are described in the following chapters of this book.
CHAPTER II THE DIFFERENTIAL EQUATIONS FOR A TRAJECTORY 7. Introduction. The problem of determining the motion of a spinning projectile shot through the air from a rifled gun is mathe¬ matically a very difficult one which has not so far been completely solved. The forces acting upon the projectile as a result of its motion through the air are not as yet completely known. Attempts have been made to describe the motion of the projectile on the assumption that the forces acting, besides the force of gravity, are a so-called drag in the direction on the tangent to the trajectory opposite to the motion of the projectile, and a cross wind force at right angles to the drag due to the deviation or yaw of the axis of the projectile from the tangent. But the effect of the rotation of the projectile is in any event difficult to account for. Fortu¬ nately there are some simpler special cases of projectile motion which can be handled mathematically and which have proved to be of value in practice though they do not correspond precisely to the physical situation. The simplest of all is the theory of motion of a projectile in a vacuum. It has considerable value as a means of introducing notations which are commonly used in ballistic theory, but the parabolic trajectories found are quite inaccurate for describing the motion of projectiles in air. When the velocity is low and the projectile heavy, so that air resistance is very small compared with the pull of gravity, the parabolic trajectories of motion in a vacuum give a very fair picture of what actually happens. Such motion will be discussed briefly in the next section. A second special case which has been found most useful is the one in which the rotation of the projectile is ignored and the only forces acting on the projectile are assumed to be the drag and gravity. The part of this chapter following Section 8 on parabolic trajectories is devoted to setting up the differential 14
§8] TRAJECTORIES IN A VACUUM 15 equations of motion which are the basis of this important theory. 8. Trajectories in a vacuum and notations. In the following pages primes will be used to denote derivatives with respect to the time t. Thus x' and x" will denote the first and second deriva¬ tives of x with respect to the time, and similarly for other variables. The rry-coordinate system used to describe a trajectory will always lie in a vertical plane and have its origin at the initial point of the trajectory, as shown in Fig¬ ure 8-1. For motion in a vacuum the only force acting upon the projectile P is the force of gravity directed vertically downward. It Figure 8*1 is equal in magnitude to mg, where m is the mass of the projectile and g is the acceleration due to gravity. The equations of motion, mx" = 0, my" = — mg, arc found as usual by equating the components (mx", my") of the inertial force to the components (0, — mg) of the force of grav¬ ity impressed upon the projectile. Unless otherwise expressly stated we use the subscript 0 to designate values of variables at the origin of the trajectory. The differential equations of motion and the initial conditions can then be written in the form (8 • 1) X r f Xo = yo = 0, Xq = Vq cos 0o, yQ = Vo sin 0O, where v is the velocity and 0 the inclination of the tangent to the trajectory at the projectile, and the time at the origin is t — 0. The differential equations and initial conditions (8-1) completely determine the trajectory. Their solutions are found by well- known elementary methods of the calculus to be (8-2) x = tv0 cos Oo, у = tvo sin 0o — gt2/2. By eliminating t we find that the curve of the trajectory is given by the equation (8*3) у = x tan 0o — gx2/2vo2 cos2 0O. This shows that the trajectory of a projectile in a vacuum is a
16 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY [Сн. II parabola with its axis vertically downward. The equations (8-2) give the position of the projectile on the parabola at each time L We may as well begin to familiarize ourselves with some of the notations in current use in ballistic theory, as indicated in Figure 8-1 and in the following list: vQ - initial velocity = quadrant angle of de¬ parture = initial inclination of the tangent to the tra¬ jectory Q = point of fall a: = angle of fall хш = range = time of flight v„ = velocity at the point of fall (zs, y5) = coordinates of summit These quantities can all be easily calculated for the parabolic trajectory (8-2). The range is the coordinate of the point on the trajectory where у = 0. From equations (8-2) we find then that the time of flight and range are (8-4) = (2y0 sin 0o)/y, хш = (v20 sin 26o)/g. From the equations tan co = — dy/dx = — y''/x', v2 = x'2 + y'2 evaluated at t = we find the angle and velocity of fall to be (8-5) w = 0O, v» = v0. Finally, at the summit of the trajectory where the derivative dy/dt = Vo sin 0o — gt vanishes, we find (8-6) ts = 'V" S‘n ''s = sin 20°)/2Л У, = (i»o sin2 0o)/2<7 = gC/8. From the first equation (8 • 2) it is evident that the velocity xf in the x direction is always the constant Vo cos 0O. The equations (8 • 2) enable us to answer a number of questions about trajectories in a vacuum. Let Vo be fixed. The maximum possible range хш for different values of 0O is then found by setting equal to zero the derivative with respect to 0O of the second ex¬ pression (8-4), solving for 0o, and substituting the solution in the
§9] EQUATIONS FOR TRAJECTORIES IN AIR 17 second expression (8-4). The maximum range so calculated is corresponding to the quadrant angle of elevation % = я/4. Eor each range хш < Vo/g, the second equation (8-4) has two solu¬ tions of the forms dQ = 7r/4 ± <p, symmetric with respect to тг/4. It follows that for a given initial velocity each range less than the maximum one possible can be at¬ tained with two different quadrant angles of elevation, as indicated in Figure 8-2. The trajectories with fixed v0 and variable d0, as assumed above, have an envelope found by setting equal to zero the derivative of the expression (8-3) with respect to do, solving for do, and substituting the solu¬ tion in equation (8-3). The envelope thus found is the parabola у = Vo/2g - gx2/2v20 shown in Figure 8-2. 9. The differential equations for trajectories in air. Consider a projectile with mass m starting from the origin in a vertical rr?/-plane, having initial velocity v0 as indicated in Figure 9-1, and acted on only by the force of gravity mg and the drag D of the air in the backward direction along the tangent. The differential Figure 9 • 1 equations of motion and initial conditions at t = 0 then have the form (9-1) mx" = ~ D cos тУ" = ~ D sin d — mg, Xo = у о = 0, Xo = Vo cos do, Уо = Vo sin d0, where d is the inclination of the tangent defined by the equations (9-2) cos d = x'/v, sin d = yf/v, v2 = x'2 + y'2.
18 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY [Сн. II For a projectile symmetric about an axis and moving with its axis always in the tangent to the trajectory, the equations (9-1) would be accurately descriptive. These conditions are, however, never attained in practice. A projectile shot from a rifled gun does not have its axis of symmetry always in the tangent to the trajectory, but because of its spin its axis precesses. 'The preces¬ sion is clockwise about the tangent, to an observer facing forward, Figure 9*2 when the spin is clockwise. If the projectile is well designed its axis turns so as to stay approximately in the direction of the tangent to the trajectory throughout the flight. The components of air resistance in directions other than tangent to the trajectory, owing to the so-called yaw between the axis of the projectile and the tangent to the trajectory, cause a drift to the right which can be taken into account experimentally but which is difficult to predict theoretically. The equations (9-1), with properly chosen drag functions D, have been found to give valuable first approxi¬ mations to the flights of projectiles. They need modifications to account for various disturbances due to wind, abnormal density of the air, and other causes, as we shall see in Chapter V. So far the variables upon which the drag D is dependent and the form of the dependence have not been specified. In the next section is given a determination of the form of the drag function D which is based upon dimension theory and an assumption con¬ cerning laws of physics. It gives a justification for the form used for D in ballistic theory which might otherwise seem rather arti¬ ficial. The form so determined has been amply justified in prac¬ tice. The argument in Section 10 is theoretical in character. It may be omitted by the reader who is willing to accept the equa¬ tions of a standard trajectory in the form suggested by the more intuitive argument given in Section 11 and justified by experience. 10. The form of the drag function. Let us consider here a class of projectiles all of which have the same shape, though their
THE FORM OF THE DRAG FUNCTION 19 § 102 sizes and weights may be different, and let us consider further only flights of such projectiles in the direction of their axes. The drag of the air on one of these projectiles for such a flight is as¬ sumed to be a function D (p, d, v, a) of the density p of the air, of the diameter d and velocity v of the projectile, and of the ve¬ locity of sound a. That D should depend upon the three varia¬ bles p, d, v is easily understood. When these are fixed the drag still varies with a, or, what is the same thing, with the tempera¬ ture of the air, since the velocity of sound in air has been experi¬ mentally related to the temperature of the air by the formula (10-1) а = а8(Т/Т^. Here T is the absolute temperature, Ts is the so-called standard value of the absolute temperature (518.6 in Fahrenheit degrees, corresponding to 59°F or 15°C), and as is the velocity of sound at this standard temperature. The assumption that D depends upon a is justified by experience and is also natural since the drag of the projectile is largely due to its loss of energy in the forma¬ tion of waves in the air, and these waves are quite different and cause different retardations for velocities of the projectile above and below the velocity of sound. The laws of motion for a projectile should be the same what¬ ever units of length, mass, and time are used. If the values of the quantities x, y, m, p, d, v, a, g, expressed in terms of new units, are designated by the subscript unity the new equations of motion should have the same form as (9-1), (10-2) miX" = ~ D(p1’ d1’ V1) ai^x^V1’ m^yi = - D(P1, di, vi, a^yi/vr - with the same drag function. If the ratios of the old to the new units of length, mass, and time are the constants L, M, T the equations (10-2) are equivalent to (ML/T^mx’' = - D[(M/L3)p, Ld,(L/T)y,(L/T)a>'/v and a similar second one for т/. If the last equation is equivalent to the first one in (9-1) we must have (10-3) D[(M/L3)p, Ld,(L/T)v, (L/T)a] = (ML/T2)D(p, d, v, a) and this equation must hold for all positive values of L, M, T.
20 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY [Сн. II If we introduce the values L = 1Д M = L3/p = 1/pd3, T = vL = v/d, equation (10-3) becomes Z>(1, 1,1, a/v) = (1/p d2v2)D(p, d, v, a) which shows that D must have the form (10-4) Z)(p, d, v, a) = pd2v2 KD(v/a). In this formula the coefficient KD is independent of the units used, since it depends only upon the ratio v/a. It is called the drag coefficients The differential equations of motion in (9-1) are now easily seen to have the form (10-5) x'f = —Exf, y" = -Ey'-g if we use the notations (Ю-6) E = [>(?/)/Po]GO, a, Po)/G where (10-7) G(v, a, p) = pvKD(y/a), C = m/d2. The symbol p(y) stands for the density of the air at the altitude y, and po is the density at the level у = 0 of the origin of the trajec¬ tory. The constant C = m/d2 is called the ballistic coefficient. The function G usually tabulated from experiment is the special function (10-8) G(v) = G(v, a„ p3) = p.vK^v/a,'), where ps is the standard density of the air at sea level. The values of G(v, a, p) can be found from a table for G(v) since from (10-8) KD(v/a) = KDias(v/a)/as2 = il/psas(v/a)JG(aav/a), and since it then follcrws from (10-7) that G(v,a,p) = (p/p,')(a/a,)G(a,v/a). With (10*1) and the next to last equation this gives (10-9) G(v, a, P) = (р/р.)(Т/ТаГв[у(Т,/т The values of G(v) are in practice tabulated against the values of * See Hayes, Elements of ordnance, p. 412; Exterior ballistics, p. 16.
§11] EQUATIONS OF A STANDARD TRAJECTORY 21 ?j2/100 instead of v since v2 is easier to compute than v from the formula in (9-2) when xf and yr are given. The table for G(v) can be adjusted to the units used in measuring m and d by the introduction of a constant factor. In this book the units used are always supposed to belong to the metric system unless other¬ wise indicated. The argument of the preceding paragraphs is for a class of pro¬ jectiles having the same shape, and the value of the ballistic co¬ efficient has been defined to be C = ш/d2. For a long time it was assumed that the same function G(v) would be effective for all projectiles, and that the equations (10-5), (10-6), (10-7) could be adjusted to describe the flight of an arbitrarily chosen pro¬ jectile by changing the value of C to C = m/id2 with a suitably chosen value of i. The factor i is appropriately called the form factor. More recently it has been found that projectiles fall into classes each of which has its own special function G to be used with ballistic coefficients of the form C = m/id2. Fortunately the same function G can sometimes be used in this way for a class of projectiles which do not all have exactly the same shape. 11. Normal air density and the equations of a standard tra¬ jectory. The ratio of the normal air density p(y) at the altitude у above sea level to the standard density ps at sea level has been determined from the average of many observations. The value of this ratio usually accepted for ballistics is (П-1) H(y) = 10~-000045// = е~,0001036у when the altitude у is given in meters. Normal air densities at all altitudes rarely or probably never occur simultaneously in nature. But a trajectory can be computed for normal densities and then corrected to account for the variations from normal densities at different altitudes at the time of fire. Moulton * gives theoretical reasons why the normal air density might well be expected to be expressed by an exponential. One should note that H(y) is also the ratio of normal air densities at any two alti¬ tudes у meters apart since two such densities have values of the form psH(yi + y) and psH(yf) and since Я(?У1 + у) = Н(У1)Н(у). * New methods in exterior ballistics (1933), p. 49.
22 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY [Сн. II A standard trajectory may be defined mathematically as one which is determined by differential equations and initial condi¬ tions of the form (11-2) X" = ~ Ex'’ = ~Ey' “ g’ x(0) = ?/(0) = 0, z'(0) = v0 cos 0o, y'(0) = Vo sin where (11-3) E(y, v) = H(ffi)G(y)/C, C = m/id2. In these expressions H(y) is the normal ratio (1Г-1) of the air density p(y) at altitude у above the origin of the trajectory to the density po at the level of the origin; G(v) is a so-called drag function * like that defined in Section 10, to be determined by experimental firings; and C is the ballistic coefficient which is also to be deter¬ mined experimentally for each projectile. The mass of the pro¬ jectile is m, the diameter of the maximum cross section of the projectile perpendicular to its axis of symmetry is d, and i is the part of C which is supposed to be adjusted to make the formulas fit different projectiles. It is called the form factor. In order to justify the formulas (11-2) and (11-3) for a tra¬ jectory we start again from equations (9-1). The drag D of the air on a projectile moving in the direction of its axis should evi¬ dently be independent of the mass of the projectile but dependent upon the density p of the air, the velocity v of the projectile, and the area A = ird2/^ of the maximum cross section of the projectile. Since D must vanish with each of these variables we may assume quite arbitrarily that D is equal to the product of these variables by a function Z>i(v) of v alone. Then D = pvADr(v) = vH(y)G(v)d2 where G equals p07rDi/4, p0 is the normal air density at the origin of the trajectory, and provided that the ratio р(у)/рь is the normal density ratio (11-1). With this value of D equations (9T) take the form (11-2) with E defined as in (11-3). The formulas just found are based upon the assumption that the drag D is equal to the product of the variables p, v, A by a function of the velocity alone, an assumption which is justified * The notation G (v) was suggested by the name of the French Gavre Com¬ mission which constructed a table for one of the early drag functions.
23 §12] DETERMINATION OF THE DRAG FUNCTION only by its success. The argument of the preceding paragraphs of this section is given only to show how the form (11-2) (11-3) of the equations of a standard trajectory may have been suggested in practice. The justification of equations (10-5), (10-6), (10-7) in Section 10 seems more satisfactory than the one given in this section for equations (11-2) and (11-3). The equations (10-5) and (10-6) reduce to equations of a stand¬ ard trajectory with the forms indicated in (11-2) and (11-3) when the density ratio p(y)/pv is everywhere equal to the normal ratio H(y), when furthermore the origin is at sea level so that p0 = p3, and when finally the temperature is standard so that a = as and T = Ts everywhere. On the other hand equations (11-2) and (11-3) with Я(г/) replaced by p(y)/p^ and G(v) by G(v, a, p0) from (10-9), will be equivalent to (10-5) and (10-6). In Section 32 an abnormal density ratio is accounted for in an equivalent way by multiplying H(y) in (11-3) by a factor 1 + к(у) where H(?/) [1 + к(у)] = p(y)/po. In Section 42 a variation of the absolute temperature T from the normal absolute temperature Ts is accounted for by replacing G(v) in (11-3) by the function G(v, a, p0) from (10-9) with T/Ts = 1 + r(y\ and with p0 = ps corresponding to the assumption there made that the origin of the trajectory is at sea level. 12. Experimental determination of the drag function. For a particular projectile shape regarded as standard the function G(v) in (11-3) can be determined experimentally by means of horizon¬ tal firings at sea level.* If a projectile with the standard shape has mass m and diameter d its ballistic coefficient may be defined as the quantity C = m/d2, as was indicated in Section 11, and then the function G(v) for that projectile shape can be determined. The horizontal motion of the projectile is described by the first of the equations (9-1) which is equivalent to the first of equations (11-2). Since H(y) = 1 at sea level, С = and x' = v for a horizontal firing, this equation can be written in the form (12-1) x" = — vG(v) ddjm * See Alger, Exterior ballistics (1906), p. 21.
24 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY [Сн. II with the help of the relations (11-3). Suppose now that the pro¬ jectile is fired through screens with abscissas Xi, x'lf x2, x2 as in Figure 12-1, and that the times of passage through the screens have been noted by a suitable timing device. The average veloci¬ ties Vi and v2 on the intervals xiXi and x2x2 are then determined and x X1 X1 X2 Figure 12 T they may be regarded as the velocities at the mid-points of the two intervals where t = h and t = t2. If we multiply the equation (12*1) by x' and integrate from ti to t2 with respect to t we find (12-2) (v2 — t?i)/2 = — (d2/m) I vG(v)x' dt = — {d2/m)G(v)x if we regard the drag D = vG(v) as constant on the interval x indicated in the figure. The value of the drag from equation (12 • 2) is taken as its value at the mean velocity v = (t?i + v^/2. Theoretically the function G(v), whose determination has just been described, is effective for use in equations (11-2) and (11-3) only for projectiles of standard shape. But it is found that these equations with the same function G(y) may be made to describe the flight of other projectiles also, whose shapes do not differ too much from the standard one, provided that the ballistic coeffi¬ cients are taken in the form C = m/id2 with suitable constant values for the form factors i. In earlier years it was assumed that equations (11-2) and (11-3) with the same drag function could be made to apply to every projectile in this way. But more recently greater accuracy has been attained by distinguishing a limited number of classes of projectile shapes each of which has a separate drag function. Methods for determining the velocities and drag functions of projectiles have undergone long evolution.* Among the devices * Alger, loc. cit., pp. 17 ff.; Bennett, Physical bases of ballistic table computa¬ tion, Ordnance Text Book, p. 4, War Department Document No. 92 (1920).
§12J DETERMINATION OF THE DRAG FUNCTION 25 used have been the ballistic pendulum, the gun pendulum, the Boulenge chronograph, and quite recent devices invented by in¬ vestigators at Aberdeen Proving Ground using firings through elec¬ trical fields. The most quoted tables of the drag function are those of Mayevski (1883), and of the Gavre Commission (1888). The latter table has been smoothed by fitting an analytic function to it * and the table thus constructed has been the one most used in computing trajectories by methods of approximate integration. The later tables for different types of projectiles have been prepared at Aber¬ deen Proving Ground. It may be of interest as a matter of curiosity to see how the velocity of a bullet can be determined by means of a simple pendulum. In Figure 12-2 let OP be a pendulum with P at the center of gravity of the bob of the pendulum which is supposed to be a block of wood. A bullet with mass and hori¬ zontal coordinate Xi strikes the bob and imbeds itself in it. If the mass of the bob is m2 and the horizontal coordinate of its center of gravity is then dur¬ ing the imbedding of the bullet the accelerations and velocities of the bullet and bob are related by the equations (12-3) т^х" = — m2X2, тгх{ + т2х2 = с. If v is the original velocity of the bullet at the moment of impact, and V is the common velocity of the bullet and block after the im¬ bedding is complete then (12-4) m^v = C = (mi + m2)V. This is a consequence of the second equation (1.2-3) evaluated with velocities v and 0 for the bullet and bob at the moment of impact, and with the simultaneous velocities V for bullet and bob at the moment when the imbedding is complete. The motion of the pen¬ dulum can be supposed to begin at the time t = 0 with the velocity * Bennett, loc. cit., p. 4.
26 DIFFERENTIAL EQUATIONS FOR A TRAJECTORY £Сн. II V, since the motion and time during the imbedding of the bullet are very small. From the differential equation of the pendulum, (mi + m2')a0" = — (mi + m2)g sin 0, it follows by a simple integration and subsequent evaluation of the constant of integration at t = 0 that a20'2 = V2 — 2^a(l — cos O'). Hence at the top of the pendulum swing where 0' = 0, 0 = 30 we have V2 = 20a(l — cos 9q) = 2gh, where h is the altitude of the swing shown in Figure 12-2. Thus from equation (12-4) the velocity of the bullet at impact is found to be v = (mi + m2)V/?ni = (mi + m2) (2gh^/ m^ an expression whose value is determined by the altitude h of the swing caused by the impact of the bullet.
CHAPTER III THE SIACCI THEORY 13. Introduction. The so-called Siacci method in exterior ballistics * is the one which was commonly in use before the war of 1914-1918. It has in it an approximation which makes it possible to integrate the differential equations of a trajectory by means of quadratures, but which limits the application of the theory to trajectories with relatively small quadrant angles of departure. The scope of the theory was sufficient before World War I since it was during that war that the use of trajectories with higher initial elevations first became common. In view of modern artillery prac¬ tice the restriction to low elevations is a serious defect. But quite recently it has been recognized by Hitchcock and Kent that the Siacci theory with modified approximations may still have value for trajectories with high initial elevations on which the variations of the inclination of the tangent are small and the density of the air approximately constant. In the exposition of the following pages the notations are as nearly as pos¬ sible those of Hitchcock and Kent. 14. The differential equations with the pseudo-velocity as inde¬ pendent variable. For the Siacci theory variables u, t, x, y, 0 are used instead of the variables t, x, y, xf, y’ in equation (9-1), where tan 0 = yf/x' and и is the so-called pseudo¬ velocity defined by the equation (14-1) и = x’ sec 0O = v cos 0 sec Oq * References for this chapter are Alger, Exterior ballistics; Tschappat, Ord¬ nance and gunnery, Chapter IV; Hitchcock ancl Kent, Applications of Siacci1 s methods to flat trajectories, Ballistics Laboratory Report No. 114 (1938), Aber¬ deen Proving Ground; Ingalls1 ballistic tables, Artillery Circular M. 27
28 THE SIACCI THEORY [Ch. Ill with 0Q the initial value of the inclination 6 of the tangent. The variable и evidently decreases constantly on the trajectory, since x' has this property. In terms of the new variables the differential equations and initial conditions are easily found from equations (11-2), (11-3), and the relation H/y) = p(y)/pn to be dt/du = — р^С/puG(y), dx/du = —poC cos 0Q/pG(v), (14-2) dy/du = —pQC cos 0o tan 0/pG(v), cZ(tan 0)/du = pQCg/[_pu2 cos OoG(v)J, и = v0, t = x = у = 0, tan 0 = tan 0Q, where p0 is the density of the air at the origin of the trajectory. 15. The Mayevski drag function and the Siacci approximation. In the Siacci theory the drag function used is that of Mayevski mentioned above in Section 12. The drag function at sea level in Mayevski’s table is assumed to have the form D = vG(v) = kvn, in which к and n are positive constants having different values for different velocity zones, but chosen so that they define a continu¬ ous function over the whole range of velocity values to be con¬ sidered. The Mayevski table of zones and values of к and n is as follows *: Mayevski’s Table for the Drag Function D = vG(v) = kvn Zone for v in foot-seconds n Log к 0- 790 2 5.66989 - 10 790- 970 3 2.77344 - 10 970-1230 5 6.80187 - 20 1230-1370 3 2.98090 - 10 1370-1800 2 6.11926- 10 1800-2600 1.7 7.09620 - 10 2600-3600 1.55 7.60905 - 10 These values for the drag function were found to be accurate enough to be useful in the Siacci theory and have been used for a long time for the purposes of exterior ballistics. Since G(v) = kvn~r the value of this function in terms of the vari¬ able и in (14-1) may be expressed in the form (15-1) G(y) = G(u) cos 0o(cosn~2 0o/cosn_1 0). * Alger, loc. cit., p. 19; Tschappat, loc. dt., p. 430.
§15] THE SIACCI APPROXIMATION 29 For a trajectory of low elevation the factor in parentheses is ap¬ proximately unity and the air density p(y) is everywhere very near to the initial density p0 at the origin of the trajectory. If we make use of these approximations the last equation becomes (15-2) G(v) = G(u) cos в0 and the differential equations and initial conditions in (14-2) take the form dt/du = — C sec 3o/uG(u), dx/du = — C/G(u), (15-3) dy/du= — Ctan 0/G(u), d(tan 6)/du = Cg/v? cos2 0O (?(u), и = Vo, t = x = у = 0, tan в = tan 3Q. These are the differential equations of motion after the approxi¬ mations H(y) = p/po= 1, cosn~2 0o/cosn‘_1 0 =1 of the Siacci theory have been introduced. The normal air density varies but little on a trajectory with initial elevation not more than 10°, so the approximation H(y) = 1 is a good one. Some idea of the ac¬ curacy of the second approximation can be inferred from the fol- lowing tables: t 0 incr ts incr I' incr 0 e. deer 0 deer — 6q deer COSn~2e0/COSn_10 sec0o deer cosn_20o incr sec0o incr COSn_20O/ СО8П_10Ш The inclination в decreases from 0O to Зш on the trajectory. At the summit it has the value 0 and at a time t' between ts and it will have the value — 0O. On the larger part of the trajectory for 0 t t! the value of the fraction cosn~2 0o/cosn“1 в varies between sec 0O and cosn_2 0O. For the initial elevations 0O = 5° and 0O = 10° we have the following values for this maximum and this minimum: 00 = -o 0o = 10° n sec 0o cosn_20o sec 0o COSn 20O 2 1.004 1.000 1.015 1.000 3 1.004 .996 1.015 .985 5 1.004 .989 1.015 .955 1.7 1.004 1.001 1.015 1.005 1.55 1.004 1.002 1.015 1.007 These tables show that except on the relatively short part of the
30 THE SIACCI THEORY [Ch. Ill trajectory where t varies from tr to the value of the fraction cosn_2 #0/cosn_1 в is near to unity. The approximations which have been discussed above are not necessary in the theory of Chapter IV and the following ones. They would in part be unjustifiable for complete trajectories with high initial elevations. But here again they may be useful for parts of such trajectories which are relatively straight, as indicated in Sections 19 and 20. 16. The integration of the approximate equations.* We now introduce four so-called space, time, inclination, and altitude functions. They are functions completely defined by the proper¬ ties that they are continuous and have the following derivatives and initial values: (16’1) S'(u) = - 1/G(u\ T(u) = - l/uG(u), I'(u) = - 2g/u2G(u\ A'(u) = - I(u)/G(u), 5(3600) = 0, T(3600) = 0, Л-) =0, A (3600) = 0, where G(u) is the function defined by Mayevski’s table. Since for each zone of the table G(v) = kv71^1 we find from the conditions (16-1) that in each of these zones the four functions have the values 5(u) = Q + l/(n — 2) kun~2 when n # 2, = Q — (1/k) log и when n = 2, (16-2) T(u) = Q' + l/(n - 1) I(u) = Q" + 2g/nkun, A(u) = Q'"- (1/fc) Г/(u) du/u--1. JUo The four constants of integration Q for the last zone are deter¬ mined by the conditions in the second column of (16-1) which give the values of 5(u), T(u), A(u) at the velocity и = 3600 foot- seconds and the value of I(u) at и = oo . With the help of these functions we find that solutions of the equations (15-3) with the initial conditions in (14-2) are given by the first four of the equations * Tschappat, loc. tit., pp. 440-442.
§17] TABLES FOR THE SIACCI THEORY 31 t =C sec 6o[T(u) - x = c [_s(u) - Ж)! (16-3) y/x = tan 00 - (C/2) sec2 ~ tan 0 = tan 0O — (C/2) sec2 0oEZ(u) ~ Z(y0)], и = v cos 0 sec 0o, in which vq is the initial velocity but also the initial value of и at t = 0. The first, second, and fourth of the equations (16-3) are easy to establish from equations (15-3) with the help of the deriv¬ atives (16-1). To deduce the third we have, from the third of (15-3) and the fourth of (16-3), dy/du = — CQtan 0O — (C/2) sec2 0O (Z — Z0)]/G(w), from which we find, with the help of (16-1) again, that у = [С tan 0O + (C/2) Zo sec2 0O] E$(^) ” $W] — (C/2) sec2 0oE-A(u) — A(v0)]. The third equation (16-3) follows from this last result and the second equation (16-3). The equations (16-3) are the fundamental equations of the Siacci theory. The last one is merely a repetition of the definition (14-1) of the variable u. 17. Ballistic tables for the Siacci theory. When the values of the functions S(u), T(u), I(u), A(u) have been tabulated * many of the important problems of ballistics connected with the con¬ struction of range tables can be solved for the trajectories to which the Siacci theory is applicable. These are trajectories with rela¬ tively small initial elevations, and the relatively straight trajecto¬ ries discussed in Sections 19 and 20. As an example suppose the ballistic coefficient C, the initial velocity v0, and the range хш are given for a trajectory. Then other important quantities associated with the trajectory can be found with the help of the formulas (16-3) and the tables mentioned above. It is understood that from a table for S(u), for example, the value of S(u) can be found by interpolation when the value of и is given, and vice versa. The following condensed outline suggests * See Table I of Ingalls’ ballistic tables, Artillery Circular M.
32 THE SIACCI THEORY ECh. Ill the procedure. The heading of the problem proposed indicates the quantities given. In parentheses, next to each quantity in the list of those to be found, is the number of the formula of the set (16-3) from which the value of the quantity can be obtained when the quantities preceding it in the list are known. One should remember the notations described in Section 8. Given C, vQ, хы, to find the following quantities: М2); М3); Ml); M4); vw(5); u8 (4); xs (2); ys (3); 6S = 0; vs (5). The argument is straightforward except possibly that dQ is to be de¬ termined from the formula (3) evaluated at и = uw where у has the value уш = 0. A second problem is that of finding all important quantities for the trajectory when the ballistic coefficient C, the initial veloc¬ ity Vo, and the quadrant angle of elevation are given. In this case the value of иш may first be determined from the third equa¬ tion (16-3) by the method described in the next paragraph. Then the second equation (16-3) determines хш and since (7, 0O, are then known the program for the first problem will again be effective. The determination of uw from the third of the equations (16-3) is a somewhat more complicated matter. At и = иш, since уш = 0, this equation has the form (17 • 1) ~ " IM = (sin 20O)/C, S(u) — S(vq) or the equivalent form (17-2) A(u) - k^u) = A(v0) - Wo), where fci is the constant ki = 7(v0) + (sin 2(90)/C whose value is known. If we had a table of values of the first member of (17 • 1) for different values of u, v0 the value of the solu¬ tion и = иш of this equation could be found approximately by interpolation. We infer the existence of this solution from equation (17 • 2). The first member of (17• 2) can in fact be plotted with the
FORMULAS FOR INGALLS’ TABLES §18] help of the tables for A(u) and S(u) for the given value of fci. resulting curve has the slope A'(u) - kiS'(u) = I(u) + Ж) + (sin 2 0o)/C]/G(u), 33 The positive for и = vQ but becoming zero once and changing to negative since I(u) increases indefinitely as и decreases to zero, as one sees from the third equation (16-2). Hence the equation (17-2) which has the root и = Vo will have a second smaller root и = иш which can be determined approximately from the graph. Thus we see that theoretically at least the equations (16-3) suffice to solve the two important problems of ballistics described above. If there were many such problems to be solved, as there are in the construction of a range table, the labor involved by the method described in this section would be very great. 18. Notations and formulas for Ingalls’ tables. The labor involved in the solution of problems of ballistics by Siacci’s method is greatly reduced by the use of the tables of Ingalls, to which refer¬ ence was made in Section 13. The notations used in the books of Alger, Tschappat, and Ingalls are not the same as those of the pre¬ ceding pages of this book. It is the purpose of this section to describe the tables of Ingalls and to relate the formulas which go with them to those given above, especially to the fundamental equations (16 • 3). The content of the section will be useful to any¬ one who wishes to learn to apply Siacci’s method. It is not neces¬ sary to the understanding of later developments in this and the following chapters of this book. The correspondence between certain notations of this book and notations of Ingalls is indicated in the following list. (18-1) Notations of this book: Notations of Ingalls: c 00 v0 и c <p V — CO и Subscripts zero in Ingalls indicate quantities belonging to the sum¬ mit of the trajectory instead of to the origin as here. Capital letters indicate values of quantities at the point of fall. There are three principal tables, numbered I, ПА, II in Ingalls’ book. The formulas used with them follow.
34 THE SIACCI THEORY ECn. Ill FORMULAS FOR USE WITH TABLE I x = C[S(u) - S(7)] / _ + C №) ~ A(U) y/x tan v 2 cog2 J^(u) _ 5(y) (18-2) (18-3) tan 6 = tan <p - — [Z(u) - Z(F)J 2 cos2 <p t = C sec <р[Т(и) - T(F)] v = и cos <p sec 0 yQ = 4.05T2 (approximate) FORMULAS FOR TABLES IIA AND II X = Cz у = (x tan <p)(A — a)/A tan 0 = (tan <p)(A — a')/A t = Ct' sec <p v = w cos <p sec 0 sin 2 <p = AC tan w = B' tan <p yQ = HX tan <p Q = (V2 sin 2 <p)/gX z = S(u) - S(U) a = D4(u) - A(F)№(u) - S(7H - Z(F) a' = Z(u) - Z(7) (18-4) b = a' — a b' = (a' — a)/a t' = T(u) - T(U) H = b^/zfi + bo) и in Table II is U = иш The first five formulas (18-2) are the formulas (16-3) in different order and with the notations (18-1) introduced. The last formula (18-2) is the last formula (8-6) with g/8 replaced by its approxi¬ mate value 4.05. The formula is used for rough estimates of max¬
§18] FORMULAS FOR INGALLS’ TABLES 35 imum ordinates. The order of the formulas (18 • 3) is different from that of Ingalls. We use the notation (18 • 3)6, for example, to desig¬ nate the sixth formula of the list numbered (18-3). The formulas (18-3) are then easy consequences of the formulas (18-2) with the notations (18-4) if we adopt the following suggestions as to the order of their proofs. (18-3)i from (18-2)i, (18*4)i (18 -3)6 from (18 -2)2 at и = U, (18’4)2 (18-3)2 from (18-2)2, (18’3)6, (18’4)2 (18-3)3from (18-2)3, (18’3)6, (18’4)3 (18-3)4from (18-2)4, (18’4)6 (18'3)7 from (18’3)3atw= U, (18*4)б (18 • 3)8 from (18 • 3)2 at и = uQ, (18 • 3)з at и = izo, (18 • 3)i, (18 • 4)7 Following are the headings of the columns in the principal tables of Ingalls: Table I и S(u) A(u) Z(u) T(u) Table IIA for Values V from 0 to 825 Foot-Seconds Table II for Values V = 825 to 3600 Foot-Seconds Z = A H log B’ u=U T' log Q In Table I the values of the space, altitude, inclination, and time functions of Section 16 are listed against values of и in foot-seconds from и = 3600 to и = 100. In Tables IIA and II the entries in the principal column for Z = X/C range from 0 to 20,000. There are tables of this sort, listing the other quantities indicated above against Z = X/C, for values V on the range 0 V 3600. The quantities listed in the different columns are chosen to expedite computation as far as possible. Let us consider again two fundamental problems of ballistic theory. In the suggestions below for their solution the notations used in earlier sections are indicated in parentheses, and the refer¬ ences to formulas have the form used above in this and the preced¬ ing section.
36 THE SIACCI THEORY [Ch. Ill Problems 1. Given the ballistic coefficient C, the initial velocity V (= v0) and the range X(= zw), to find other significant quantities for the trajectory. For use in Table II we know V and Z = X/C, Hence we find (/(= иш) from Table II or from (18-4)i and Table I; 0o)(18-3)6; T(=* £w)(18-3)4; w(= - 0ш)(18-3)7; уы(18-3)5; ^о(= ш)(18-3)3; я0(= ze)(18-3)i; Уо(= ys) (18-3)8; ys(18-3)5. The formulas indicate in each case which columns of the table are needed. 2. Given the ballistic coefficient C, the initial velocity V, and the quad¬ rant angle of elevation <py to find other significant quantities for the tra¬ jectory. First of all we may find A from (18 -3)6, Z from the table opposite A, and X from (18-3)i. The rest of the computation can then be carried out as in Problem 1. Examples 1. Given C = 3.6, Vo = 731.5 m/s = 2400 f/s, x = 10,000 yards. Find from Ingalls’ tables the other significant quantities for the trajectory: 0o, t(o, co, Vdfy uS) xSf ys. 2. Given C = 2.512, v0 = 563 m/s = 1847 f/s, X — 5265 yards. Find the other significant quantities for the trajectory. 3. Given C = 2.512, v0 = 1847 f/s, 0O = 8° 37'. Find the other signifi¬ cant quantities for the trajectory. Note. To get A from Ingalls’ tables for Example 2, one may calculate A from the tables for v0 = 1800 f/s and 1850 f/s and interpolate for vo = 1847 f/s. Similar remarks apply to other quantities used in the formulas. There are of course many other technical problems concerning trajectories which can be solved by means of Ingalls’ tables. In using the tables corrections for wind, abnormal air density, and other disturbances are made by modifying the ballistic coefficient by various factors. The formula used for the ballistic coefficient is C = (51/^fwfaCo/Pi, Co = wj d2 у where w is the weight of the projectile in pounds, and d the diam¬ eter in inches perpendicular to the axis of symmetry. The symbol 5i stands for standard air density with barometer 760 mm, temper¬ ature 15° C, humidity and 5 is the air density at the time of fire (see Table III of Ingalls).
§19] APPROXIMATIONS FOR SHORT TRAJECTORIES 37 The factor fw - 1 ± is a compensating factor for a following wind with the minus sign, or for an opposing wind with the plus sign.* Here Wx is the range component of wind in miles per hour, T is the time of flight of the projectile in seconds, and X is the range in feet. The altitude factor is fa = 1 +■ .00002 7/o or fa = 1/(1 - .000027A), the former for direct and moderately curved fire, the latter for greatly curved and high angle fire.f It is a compensating factor for change of density with altitude. The maximum ordinate of the trajectory in feet is and h is the mean height of the trajectory in feet. The factors & = (sec <£>)*, 0 = [1 + .4 tan2 cp]1 have been used at different times to compensate for the Siacci approximation. f The factor i is the form factor which has already been mentioned in preceding pages. In general there does not seem to be much theoretical justifica¬ tion for the forms of these factors. They were conceived as results of experience. The theory of differential corrections in Chapter V is much more satisfactory scientifically, and it has the advantage that it applies to trajectories with high as well as low initial elevations. 19, Modifications of Siacci’s approximations for short, ap¬ proximately straight trajectories. The Siacci approximations of Section 15 were designed to transform the equations for trajectories in the form (14-2) into others integrable by quadratures for tra¬ jectories having low quadrant angles of elevation and extending all the way from the origin to the point of fall of the trajectory on the * Ingalls, loc. tit., p. IX; Tschappat, loc. tit., p. 432. t Ingalls, loc. tit., p. XI; Tschappat, loc. tit., p. 432. J Ingalls, loc. tit., p. IX; Tschappat, loc. tit., pp. 433-434.
38 THE SIACCI THEORY ГСн. Ill horizontal plane through the origin. Hitchcock and Kent * have called attention to the fact that modifications of these approxima¬ tions will transform equations (14-2) into others similarly integra¬ ble in terms of the Siacci functions, for all trajectories on which the air density p and the inclination 0 of the tangent vary very little from their initial values. Examples of such trajectories are low flat trajectories, anti-aircraft trajectories terminated well short of their maximum ordinates, and fire from air planes. The equations (14-2) were deduced from the equations (11-2) and (11-3) without approximations of any sort. If in equations (14-2) we now make the approximations (19-1) p = po, cos0osec0=l we find, since here и = v approximately, that dt/du = — C/uG(u), dx/du = — C cos h/G(u), (19*2) dy/du = — C cos 0O tan 0/G(u), d(tan ffy/du = Cg/[v?G(u) cos 0O], и = 0, t = x = у = 0, tan 0 = tan 0O. From the definitions (16-1) of the Siacci functions it follows that equations (19-2) have the solutions t = CET(u) - Ж)! x = C cos 0o\jS(u) — S (t?0)J, (19*3) / X n /гу/ол ГА(и) - AW T/\"l -tan - (c/2) “ Чад - sm ’J’ tan 0 = tan 0o — (C/2) sec 0o[I(u) — Z(t>0)]. These are most easily deducible in the order (19-3)i, (19-3)2, (19-3)4, and (19-3)3. Applications of the formulas (19-3) are not restricted to tra¬ jectories with small initial inclinations. They can be used for a trajectory with a quadrant angle of departure anywhere between * Hitchcock and Kent, Applications of Siacci’s method to flat trajectories, Ballistics Laboratory Report No. 114 (1938), Aberdeen Proving Ground.
§20] APPROXIMATIONS FOR STRAIGHT TRAJECTORIES 39 0° and 90° provided that the trajectory is sufficiently straight and has air density nearly constant along it. This last condition will certainly be satisfied if the trajectory is sufficiently short. 20. Approximations for nearly straight trajectories.* For an approximately straight trajectory we are justified in assuming as an approximation for computation of the air density at altitude у that у = x tan 0O, so that (20-1) H(y) = p(y)/= H(x tan 0O). In this case p(y) and H(y) are evidently approximately equal to known functions of x. It turns out, as will be seen below, that with this approximation equations (14-2) take a form which can again be integrated by quadratures in terms of the Siacci functions of Section 16, even if we replace the constant C by a function C(x). With the help of the approximation the second of the unspecial¬ ized equations (14-2) takes the form (20-2) H (x tan 0O) C(x) dx = — cos eQ du GU) since on a sufficiently straight trajectory и = v cos в sec 30 = v approximately. It now follows, after computation which is ex¬ plained below, that the equations (14-2) as modified for this case have the solutions defined by the equations (20-3) . Cx H(x tan e0) S(u) = S(vQ) + sec во I ——-—- Jo (J\x) t = sec во I dx/u, dx, tan в = tan eQ — g sec2 dx/tf, у = tan в dx. The first equation defines и as a function of x, so that the integrals in the remaining equations are well defined. The first equation (20 • 3) is an immediate consequence of (20 • 2) and the definition of S(u) in (16-1). Equation (20-3)2 can be * Hitchcock and Kent, loc. cit.
40 THE SIACCI THEORY CCh. Ill deduced from equations (14-2)i and (14-2)2 without approxima¬ tions of any sort. Similarly (20-3)3 is found from (14-2)4 and (14-2) 2 without approximations. Finally, the equation (20-3)4 is a consequence of the equation dy/dx = tan 9. The four equations (20 • 3) determine an approximate solution of equations (14-2) for an approximately straight trajectory on which C(x) is a constant or a known function of x. If C is constant the integral in the first equation can be easily evaluated with the help of the definition (11-1) of H(y), and the equation can be solved for x as a function of и if desired. 21. The effect of a constant head wind on horizontal flight. In the preceding pages no equations for a trajectory disturbed by wind have been set up. This will be done for a variable horizontal wind in Chapter V. But for a projectile which flies almost horizontally against a constant head wind there is only a single equation which can again be integrated in terms of the Siacci functions, as shown by Hitchcock and Kent in their monograph.* For the discussion of this case let w be the constant velocity of the head wind, v that of the projectile relative to the earth, and и that of the projectile relative to the air so that и = v + w. The drag upon the projectile is now determined by the velocity и relative to the air, instead of by the velocity v relative to the ground. Since D = mvE as in Section 11, and since = 1 for horizontal flight, we find from formula (11-3) that D = muG(u)/C. The single differential equation of motion for this case is (21-1) W' = -D, and since w is a constant this is equivalent to d2x/dt2 = dv/dt = du/dt = —uG(u)/C. Hence we find dt/du = — C/uG(u), dx/du = v dt/du = — (tz — w)C/uG(u), * Loc. tit., p. 9.
§21] THE EFFECT OF A CONSTANT HEAD WIND 41 and from these, with the help of the definitions (16-1) of the Siacci functions, it follows that t = CC7’(u) - T(u0)l x = C{S(u) - <S(u0) - w[T(u) - TW]} = ОДи) - S(uo)J - wt, in which щ = v0 + w. The solution of equation (21-1) is thus ex¬ pressed parametrically by means of these expressions for t and x in terms of и as parameter, and in terms of the functions used in the Siacci theory.
CHAPTER IV APPROXIMATE INTEGRATION OF THE EQUATIONS OF EXTERIOR BALLISTICS 22. Introduction. Before World War I most trajectories had quadrant angles of elevation of 20° or less. For these the Siacci theory could be adapted in one way or another to give satisfactory results. But shortly after the war started trajectories with initial elevations up to 45° began to be commonly used, and for such trajectories the Siacci theory was quite inadequate. It became necessary to find some other way to integrate the differential equa¬ tions of ballistics. The method adopted in this country was one of approximate numerical integration which was remodeled for bal¬ listics from earlier uses in astronomy by Professor F. R. Moulton and his associates.* Like the Siacci method the new method was still one of approximation, but it could be refined to give what¬ ever accuracy was needed, and it was applicable to all trajectories. Still more recently the integrations have been performed mechan¬ ically by means of the Bush Differential Analyzer. It is the purpose of this chapter to give some idea of these methods. 23. Interpolation formulas. The method of approximate in¬ tegration first applied by Moulton to trajectories and since then extensively used depends upon interpolation formulas and the well- known Simpson rule of integral calculus. We begin by deducing these in forms convenient for ballistic computation. Consider a function x(t) and the array of values (23-1) «0 Xq tl = = to + h X «1 Xi tl = = to + 2h f Xz bl X2 <3 = = to + 3h xz a3 b3 Сз x3 * See Moulton, New methods in exterior ballistics, University of Chicago Press (1926); Jackson, The method of numerical integration in exterior ballistics, War Department Document No. 984 (1919). 42
INTERPOLATION FORMULAS 43 §23] in which Xi and x'i (i = 0, 1, 2, 3) correspond to values x(ti), (i = 0, 1> 2, 3), respectively. The symbols a, b, c, stand for differences. Each is the difference between the element opposite in the preceding column and the predecessor of that element in that column. For example, b3 = a3 — (h = x^ — etc. The ele¬ ments a are called first differences of the elements x', and the ele¬ ments b, c are second and third differences, respectively. If tQ and h are given, and if all except x3 of the values of Х{, х\ in the array are known as approximate values of x(ti) and x'(O, then an approximate value x3 for x(£3) can be calculated as described in the next para¬ graph. For this purpose consider the following polynomial of the third degree in t. (23-2) P(r) = ГГ3+ (t - 3)a3 + (т —3)(t —2) 1-2 b3 + (т — 3)(т — 2)(т — 1) 1-2-3 c3. It has the particular values (23-3) Р(г) =х\ (i = 0, 1, 2, 3), as may be verified by substituting in each P(i) the values of a3, b3y c3 in terms of the elements of the ^'-column. The computation is simplified by substituting the values of c3, b3, a3 successively in that order, each in terms of the elements of the column preceding it. The polynomial is a good approximation to x'(f) since its value at each ti(i = 0, 1, 2, 3) is x'i, as one sees with the help of the formula (23-3) just proved. Hence the value (23-4) x3 = x2 + ^ should be a good approximation to x(fe). The integral in (23*4) can easily be evaluated by using the substitution
44 APPROXIMATE INTEGRATION [Си. IV and the formula (23-2). The expression (23-4) is then found after some simple computations to have the value (23-5) Хз = x2 + h(x'z — a3/2 — b3/12 — c3/24). If in the approximate integration of the equations of a trajectory all the values X{, X; of an array (23*1) except x3 have been found as ap¬ proximate values of x(t;), х'(К-), then an approximate value of x3 is given by the formula (23 • 5). It is evident that for each value n > 3 a formula analogous to (23 • 5) involving differences up to those of order n could be deduced for an array with rows corresponding to values to, ti, .. ., tn. The method would be similar to that used above. In particular when n = 4 the formula corresponding to (23 • 5) has one more term and turns out to be Xi = xs + h(x{ - аз/2 - b3/12 - c3/24 - 19d3/720). If in the array (23-1) the values to, h, and all the elements in the first three rows are given, then a value assigned to c3 determines suc¬ cessively b3, a3, x3. A value хз can then be determined by means of (23-5). A change equal to e in the value assigned to c3 will make a difference of 3he/8 in the value of x3. This remark, which will turn out to be useful, is justified by the fact that 63 — 62 + c3, a3 = a2 + 63, z3 = #2 + ^3, and these determine x3 by formula (23-5). If an increment e is added to c3 each of 63, a3, xz will be increased by the same amount, and хз from (23-5) is easily seen to be increased by ЗЛе/8. The integral in (23 • 4) with the limits changed to to and fr, or to ii and t2, can be evaluated in a manner quite similar to that ex¬ plained above. From two equations similar to (23-4) we find then the formulas (23 -6) xr = xq + h(x^ - 5a3/2 + 23b3/12 - 3c3/8), (23-7) X2 = xi + Л(4 - Заз/2 + 5b3/12 + сз/24). These have been used by Moulton in the manner explained in the reference below.* * Moulton, New methods in exterior ballistics, p. 74.
§24J SIMPSON’S RULE 45 A formula for calculating an approximate value x% for x(^), where + 5Л/2, can be found by evaluating the integral in (23-4) from t2 to t%. The result is (23-8) xt = X2 + Л(4/2 - За3/8 - 63/24 - 7c3/384). Similarly (23-9) Xi = x2 + Л(Зх3/2 - За3/8 + 9c3/384). These formulas are useful for interpolating values in the computa¬ tions half way between values already given. The method ex¬ plained in the last paragraph of Section 25 is usually sufficient, however. 24. Simpson’s rule. This is a well-known formula for calculat¬ ing approximately the value of a definite integral. To deduce it we first pass a parabola у = yi + a(x — Xi) + b(x - #i)2 through three points PQ, Plf P2 of a curve у = f(x), with coordinates as indicated in Figure 24-1. The area under the parabola is an approximation to the area under the curve. The area under the parabola is (24-1) I 1^2/1 + a(x — rci) + b(x — ^i)2] dx = 2yjt + 2ЬЛ3/3. J Xy-h To determine a and b we have the conditions Уо = yi — ah + bh2, у 2 = yi + ah + bh2
46 APPROXIMATE INTEGRATION [Он. IV which express the fact that the parabola passes through PQ and P2. By adding these equations we find b = (уо- 2y! + г/2)/27г2. From this result and (24-1) the area under the parabola is therefore (24-2) (А/3)(Уо +4^ + ^). Simpson’s Rule. If an area bounded by the lines x = a, у = 0, x = b, and a curve у = f(x) is divided into 2n strips of equal widths, as shown in Figure 24 • 2, then an approximate value of the area A is (24-3) A = (h/3)[y0 + 2(y2 + • • • + У2П-2) + 4(?/i + • • • + 2/2«-i) + where h = (b — a)/2n. The formula (24-3) is found by applying the formula (24-2) to the areas over the intervals x2k^2x2k(k = 1, • • •, ri) and adding. The individual areas over the double strips are successively (A/3)(?/o + 4t/i + 2/2) (Л/ЗХ2/2 + 42/3 + 2/4) (A/3)(2/2n-2 + 42/2n-l + ?/2n) with h = (b — a)/2n. The sum of these gives the formula (24-3) as an approximate value of the area. The Trapezoidal Rule, The so-called trapezoidal rule is a
§ 25] PRELIMINARY REMARKS ON COMPUTATIONS 47 similar formula for the computation of the area A. It does not usually give as good an approximation but it has the advantage for our purposes that the number of intervals does not need to be even. If xQ, Xi, • • •, xn are the points of division the formula is A = (A/2)Q/o + 2(yi + • • • + yn-i) + УтЛ with h = (b — a)/n* 25. Preliminary remarks on the computation of trajectories. The differential equations and initial conditions for the functions z(0, y(l), y'(f) defining a standard trajectory with a given initial velocity y0 and a given quadrant angle of elevation 0O have the form (25-1) where (25-2) E{y, v) = H(7/)(?W/C, V2 = x'2 + 7/'2 as indicated in Section 11. The value of the ballistic coefficient C is determined by the character of the projectile and is supposed known. Tables of the values of logioHQ/) against у in meters, and of logioG(y) against v2/100 in meters, are given at the end of this book.f The former can be easily computed from formula (11-1) which gives logi0H(?/) = - .000045y. The table for G(v) is a result of experimental firings. It has been found convenient for computation to tabulate the values of logio G(v) against the argument г>2/100. This is because v2 is easier to compute than v from the formula v2 = x'2 + y'2 when xf and yf are known. Theoretically it is known that for each set of given initial values * See, for example, Granville, Smith, and Longley, Elements of the differen¬ tial and integral calculus (1941), p. 245. t See also Jackson’s monograph, No. 8 in the Bibliography at the end of this book; and Exterior ballistic tables, No. 14.
48 APPROXIMATE INTEGRATION [Ch. IV x0, Уо, Уо the differential equations in (25-1) have one and but one solution x(f), y(f), x'tf), yf(f). The purpose of this chapter is to find approximation functions X(t), Y(t), X'(7), Y'(t) which differ so little from x(t), y(t), x'(£), y’(t) that they may be used in place of the latter for ballistic computation. A first method, to be described here, for finding an approximate solution of equations (25-1) is the so-called Cauchy-Lipschitz method. It is not a practical method, but is theoretically one of the simplest and most interesting, and it is suggestive of the more rapid methods which are actually used in practice. We begin by selecting a sequence of values = ih(i = 0, 1, 2, • • •), where A is a positive number which may be chosen at will but usually small. Values of the variables in equations (25-1) at the value will be designated by the subscript i. The differential equations (25-1) determine initial values x'q and у" of the second derivatives since the initial values xQ = yQ = 0, xQ, y'Q are all known. On the interval to t h approximations to the functions x(t), y(f), x'(0, y'(f) defining the trajectory will be X(t) = Zo + (t- to)xi Y(t) = 2/0 + (t~ to)y'o, (25-3) X'(0 = 4 + (^ - to)xQ, Y'(t) = уо + (tQ t ti). Corresponding to the value ti these equations determine a set of values Dri, У1, y'Q = Ш m Х'М, and from equations (25-1) we may calculate corresponding values x", y". Equations similar to (25-3), but with all subscripts in¬ creased by unity, then define approximation functions X(t), Y(t), X'(t), Y'(t) on the interval h £ t 1%. Continuation of this process will define the approximation functions on the interval ti t tn for an arbitrarily given value of n. If an interval 0 t Ъ is given it may be divided into n parts of equal lengths h = b/n. It is well known that the Cauchy-Lipschitz approximation functions X(£), Y(t\ X'(t), Y'(t), determined for such a subdivision as described in the preceding paragraph, con¬
§26] COMPUTATION OF A TRAJECTORY 49 verge uniformly on the interval 0 t b as n approaches infinity to the unique set of functions x(f), y(f), x'(t), y'(f) which satisfy the equations (25-1).* The computations involved in the deter¬ mination of such Cauchy-Lipschitz approximation functions are laborious, and the intervals of length h must be small and numerous in order to secure the necessary accuracy. Fortunately methods which provide much more rapid convergence in practice have been devised. One of these is to be described in the following sections. Its convergence has been discussed theoretically by Moulton,f but in actual computations the convergence has been found to be much more rapid than is indicated by the theory. 26. The method of computation of a trajectory. The various steps in the computation of a trajectory can be explained with the help of Tables 26-1 and 26-2 which accompany this section and whose rows are to be successively computed. Since the differential equations (25-1) do not contain x we can concentrate our attention at first on the values of the other variables in the table and after¬ ward compute the column of values of x, as will be explained below. The first row of each table merely gives headings for the columns of the table. The symbols with subscripts designate values to be computed. In the rows of the table opposite the values x'o, yQ, y0 are given by the initial conditions in (25-1), and the values Xq, yl can be com¬ puted from the differential equations in (25-1). If all the rows up to and including the one opposite a particular value of t, say ^_i, have been computed, tentative values for xk and yk in the next row can be estimated by means of differences, and corresponding tentative values of xk, y'k, yk can then be com¬ puted by means of the interpolation formula (23-5). The ten¬ tative &th rows can now be replaced by improved fcth rows by com¬ puting improved values of xk, yk by means of the differential equa¬ tions (25-1), and by then computing improved values of xk, yk, yk by means of the interpolation formula (23-5). This process of im¬ proving the rows converges and should be repeated until the last * See for example Bliss, Fundamental existence theorems, Princeton Collo¬ quium Lectures of the American Mathematical Society (1913), pp. 89-92; or Moulton, New methods in ballistics, § 48. t Loc. dt., Chapter V.
50 APPROXIMATE INTEGRATION [Сн. IV improved rows agree so closely with the ones just preceding that no further improvement is possible by repetition. Table 26*1 x t x" Ai A2 Аз x' Ai A2 A3 to h t2 tz ti ib x0 x' X2 r X3 / *4 / X- *0 X‘> Xi X4 X5 Table 26*2 t y” Al A2 Аз ?/ A! A2 Аз у Al A2 A3 *0 Уо Уо 2/о У1 • / 2/i * 2/i ^2 // У‘2 2/'2 ’ 2/2 tz If Уз У'з ‘ 2/з ti У* • 2/4 ’ 2/4 h у" • / 2/5 * 2/5 The method of constructing successive new rows is the same for all values ^_i after t0 though there are some differences in the details of the application of the method in different cases. Thus for the rows opposite ti there are no differences to guide the estimates of the tentative values of x", у". The best that can be done is to use Xq, Уо over again and compute х{, y[, y± by means of the formula (23 • 5) with no differences. But in the tables first differences of x", y” will be available for use in the formula (23 • 5) in computing im¬ proved values of xb y{, y±. For the values opposite t2 there will be first differences for x" and y" in the tables opposite ti which can be repeated in the rows opposite t2 in estimating tentative values for x2■, y2. These first differences can also be used in formula (23 • 5) in computing the tentative values of x2, y2, y2. Second differences will be available for computing improved values of x2, y2j y2. For
COMPUTATION OF A TRAJECTORY 51 §26] the rows opposite Z4 and subsequent values of t third differences will be available for both the estimates of tentative values of x", yif and for the computation of values x', yfу by means of formula (23-5). In making the estimates for the x", y" in a new row their last third differences can be repeated or, better, estimated by noticing how the third differences have been varying in preceding rows. If the third difference of an improved value of x", for example, differs from the preceding third difference by e then the corresponding improved value of xr can be found by merely adding to the preced¬ ing value of xr the quantity 3Ae/8, as indicated in the second itali¬ cized statement on page 44. Similar remarks hold for the vari¬ ables y' and y. The first few steps in the computation of a trajectory should be made with relatively short time intervals, since there are so few differences to guide the estimates at that stage. The sizes of the intervals should be adjusted at all stages so that improved values of the variables are not too far from estimated ones. A typical ex¬ ample is a trajectory which has been used as a model by Jackson.* The computation has intervals of 54 second each from t = 0 to t = 1, И second each from t = 1 to t = 2, 1 second each from t = 2 to t = 12, and 2 seconds each from t = 12 to t = 48. The time of flight is very close to 48 seconds. In changing at t = 1 from 54- to 54-second intervals the rows opposite t = 54? 1? 3/2, 2 are taken as the start since in the table (23-1) and in the interpolation formula (23 • 5) all the intervals are supposed to be equal. After the computation is well started the first improved values are usually so close to the estimated values at each step that no advantage is gained by computing more than one set of improved values for each row. If the improved and tentative values become very close to each other the time intervals may be increased, but if they be¬ come too far apart toward the end of the trajectory the time inter¬ vals should be decreased again. The starting rows for such a decrease can be obtained by interpolating values by means of for¬ mulas analogous to (23-8). The third differences in Tables 26-1 and 26 • 2 are at all times a guide to computation. If they begin to * The method of numerical integration in exterior ballistics, Ordnance Text Book, War Department Document No. 984, Office of the Adjutant General, p. 20.
52 APPROXIMATE INTEGRATION [Си. IV vary too irregularly the computer should check over his work for a mistake. In computing a trajectory the values of x", y", x', yf are usually computed to hundredths of a meter, and the values of x, у to tenths of a meter. The results of the computations are not so accurate as that seems to indicate but if the computer desires accuracy in x and у to meters these variables should be calculated to tenths of meters and their derivatives to hundredths. In ballistic computa¬ tions the agreement between computed and observed results, and between the results of independent computers, is surprising. When the rest of Table 26-1 has been computed the column of values of x can be found by successive applications of formula (23-5), or by Simpson’s rule, or sometimes by the well-known trapezoidal rule. A novice at computing will possibly find the computation of a trajectory confusing at first. But it is interesting to see how rap¬ idly the work proceeds after some practice, and especially when two or three computers collaborate in using the tables or a comput¬ ing machine, and in recording results. Plans for the actual work are suggested in the following section. It may be emphasized here again that the method described in the preceding paragraphs can be applied to differential equations of many sorts other than those of ballistics.* 27. Plans for the computation. As seen in the last section the numerical integration of the differential equations of a trajectory requires frequent computations of the values x,f, y,f by means of the equations (25-1) when xr, yf, у are known. The computer should have for this computation a definite plan based upon the tables and computing instruments with which he has to work and his individual taste. Tables 27-1 and 27-2 are designed for log¬ arithmic computation, and for a combination of logarithmic com¬ putation with the use of a computing machine, respectively. The computation may be much expedited if two computers work to¬ gether, one to manipulate the logarithmic table or computing ma¬ chine, and the other to record results. The work with a computing machine requires fewer steps and is considerably more rapid than * Moulton gives a simple example of the computation of an orbit, loc. cit., pp. 74 ff.
§27] PLANS FOR THE COMPUTATION 53 work with a logarithmic table. In either case care must be taken at all times to insure correct results, but it will be found that speed and accuracy increase remarkably with practice. Computing is a fine art, and an experienced computer has many checks and short cuts unknown to the amateur. One should constantly watch the behavior of the differences in the tables for the variables x", y", xf, y', у as the work proceeds. Serious irregularities there, after the com¬ putation is well under way, are likely to be caused by errors. TABLE 27-1 Plan for Logarithmic Computation TABLE 27-2 Plan for Computing Machine t У' У log x' log y’ log z'2/100 log 2/'2/100 x^/100 т/,2/100 г?2/100 z'2/100 ?/'2/100 y2/100 log G log Я colog C log E E log G log Я log C log E log Ex' log Ey' x” = - Ex' y" = — Ey'— g Perhaps the easiest and most rapid way to compute u2/100 from known values of x' and y' is to use a table of squares.* Four-place * For example, Barlow’s Tables. У У
54 APPROXIMATE INTEGRATION [Ch. IV tables are sufficient. But the calculation may be effected by log¬ arithms or with a computing machine. If the computation is made by logarithms four-place tables are sufficient.* A short list of examples is given below for the reader who wishes to have some experience in numerical computation. The table of results for the first example is printed in Table IV at the end of this book. Further use of the same example is made in Chapter V. The data have been chosen so that the determination of the tra¬ jectory can be made with about twenty-six steps such as those described in Table 27-1 or Table 27 • 2, provided that the time in¬ tervals are chosen as indicated in Table IV. The data asked for in the example can be obtained from the table by simple interpolations. The second example is one which was used by Jackson in his pamphlet on numerical integration.! A table of results is given there. The reader may vary these examples in many ways; for example, by changing the elevations or otherwise modifying the initiaL con¬ ditions, or using different time intervals.! Examples 1. Compute the trajectory corresponding to the data v0 = 563 m/s, = 21° 7', C = 2.512, using the value g = 9.81. From the table of results find the range X, time of flight T, angle of fall w, and velocity of fall 7; also the coordinates (zs, Vs\ the time ts, and the velocity vs, at the summit. 2. Compute the trajectory corresponding to the data v0 = 731.5 m/s, 6o = 30°, C = 3.60. Find for this example the quantities listed in the preceding example. * A graphic table combining logarithms and anti-logarithms, by Lacroix and Ragot, is convenient and rapid. t Jackson, The method of numerical integration in exterior ballistics, Ordnance Text Book, War Department Document No. 984, Office of the Adjutant Gen¬ eral, p. 18. t War Department Document No. 1107, Office of the Adjutant General, entitled “Exterior ballistic tables based on numerical integration, Volume 1,” contains an extensive list of trajectories.
§28] THE DIFFERENTIAL ANALYZER 55 28. The differential analyzer and its constituent parts. A machine called a differential analyzer has been devised by Bush for the mechanical integration of systems of differential equations.* Among the great variety of systems to which the analyzer is appli¬ cable are the differential equations of exterior ballistics in the form discussed in the preceding pages. The machine has proved to have great advantages over the ordinary computer, but it also has some disadvantages. Its rapidity is impressive after it has been adjusted to a particular integration problem and set going, and it saves a great amount of labor when a group of related trajectories are to be computed. It is too expensive for most individuals, its original cost being many thousands of dollars. The adjustment of the ma¬ chine to a particular integration problem is a delicate matter re¬ quiring so much time that for a single trajectory, for example, it is likely at the present time to be more economical to compute in the usual way. There are also some mechanical inaccuracies. But the advantages of mechanical integration by means of the ana¬ lyzer seem to have been clearly demonstrated. It is impossible to give more than a superficial description of the differential analyzer in these pages. One must see and study the machine to understand it. For a more authoritative ac- r count the reader is referred to the paper by Bush cited above. The heart of the analyzer is I a polar integrating device which Figure 28 • 1 is based upon a simple mathe¬ matical principle. If the polar coordinates (г, 0) of a point P are given in terms of a parameter t by functions of the form r(£), 0(t) t2) then as t varies P will describe an arc PiP2 such as is shown in Fig¬ ure 28-1. A wheel W with OP as axis and free to slide in and out along a radius r will partly roll and partly slide when P describes * Bush, The differential analyzer. A new machine for solving differential equations, Journal of the Franklin Institute, CCXII (1931), pp. 447-488.
56 APPROXIMATE INTEGRATION [Сн. IV the arc P1P2. The angle through which W rotates is proportional to the movement of P at right angles to the radius OP. The amount of this movement is expressed analytically by the integral (28-1) f r(t)0'(t) dt = f r d6. Jti Jdi Thus the value of the last integral is equal to the length of the arc described by a point on the rim of W when P describes the arc PiP2. On the analyzer the mechanism performing the evaluation of an integral such as (28-1) is a rectangular base, as shown in Figure 28-2, which is moved up and down in the figure by a pusher at A. The circle in the figure represents a polished metal disk which rotates about an axis fixed in the base. The disk is rotated by a worm gear working on the edge of the disk at B. A wheel W rests on the disk and is rotated about CD as an axis simultaneously with the axis CD itself by friction with the disk. The wheel and its axis are fixed in space except for their rotation. When the rectangular base is moved up or down it slides along DC on a bearing C in a block fixed to the base. If now the pusher at A keeps the distance CD equal to r(t), and if the worm gear at В keeps the angle through which the disk is rotated equal to 0(7), then the angle through which the wheel W and its axis DC rotate will be proportional to the integral (28-1). The integrating device described in the last paragraph is one part only of a differential analyzer. The analyzer as a whole consists of a series of parallel rotating rods, as shown in Figure 29 • 1 below, which is a diagram of the mechanism used to integrate a simple il¬ lustrative differential equation. The rotations of the rods are related to each other by gears and mechanisms of various types. The symbols used to indicate the commonest connections are shown in Figure 28-3. The first symbol indicates an integrating device of the kind described in the preceding paragraph. The adder is
§29] THE ANALYZER FOR AN ILLUSTRATIVE EQUATION 57 a set of gears which causes the rotations of the two upper rods to be added on the third rod marked S. The spur gears multiply the rotation of the upper rod by the constant к to obtain the rotation EZ Integrator Adder Pair of spur geara Figure 28*3 of the lower rod. There are also other devices, including a multi¬ plier which provides a third rod with a rotation equal to the product of the rotations of the two others. The differential analyzer can be used to integrate every system of differential equations whose solution can be reduced to a se¬ quence of integrations of the form (28-1) and other operations which can be accomplished by combinations of gears of various sorts. In the next two sections the application of the analyzer to a simple illustrative differential equation, and to the differential equations of a trajectory, will be described in somewhat more de¬ tail, though a complete description is not possible here. 29. The differential analyzer for a simple illustrative equation. The easiest way to an understanding of the use of the differential analyzer lies in an examination of its application to special cases. The example described in this section was used with others as an illustration in a paper in which Bush described his analyzer.* The example to be considered is the differential equation (29-1) Z+№')+^) =0 in which x is a function x(f) whose derivatives are indicated by primes, and f(x') and g(x) are given functions of their arguments. The initial values of x and xf at t = 0 are designated by the nota¬ tions z(0) = xQ, rr'(O) = and one sees readily that (29-2) xf(t) = xq- f [f(x') + g(x)~]dt. * Bush, loc. dt.j p. 457.
58 APPROXIMATE INTEGRATION ЦСн. IV The differential analyzer for this equation has the form and con¬ nections shown in Figure 29-1. There are six principal parallel rotating rods, one for each of the variables indicated on the right in the figure. The rod for t is rotated by the motor M shown in the upper left corner of the diagram. At the intersection of two rods marked by a dot the motion of one of the rods is transmitted to the other. At an intersection such as that indicated at A rota¬ tion becomes rotation again; and at one of type В the rotation of one rod becomes a translation of the other in its own direction. An inspection of the diagram shows that when the rods for t, x, x' axe connected up through an integrator, as indicated in the figure, their motions will always be related by the equation shown under the integrator symbol. A similar remark holds for the rods cor¬ responding to t, xf, and/(a/) + g(x). The adder shown in the figure relates the motions of the last three rods. To secure the proper rotation for the rod marked f(xf) a device called an input table, shown at the top of the diagram, is used. The table is moved through the distance xr by its connection with the я'-rod. The arrow remains in a fixed horizontal line but its length may be changed by means of the handle at the top of the figure. An operator, or a mechanical device, keeps the point of the arrow on the graph of the function f(x') on the table, thus transmitting changes in the length /(У) of the ordinate to the
§ 30] THE ANALYZER FOR A TRAJECTORY 59 curve into rotation of the rod marked/(#')• A similar device acti¬ vates the rod for g(x). The result of the integration can be recorded on the two output tables at the upper right in the figure. On the ж'-table, for example, the point of the arrow traces the curve for x'(f) since the upward motion of the table is proportional to the time t, and since the rota¬ tion of the я'-rod is transformed into translation of the arrow point. A similar device records a graph for x(t). For many pur¬ poses it is sufficient to have an automatic counting device to record the revolutions of the rods for x and x'. Then the output tables can be omitted. An examination of the figure shows that when the motor at M is in motion the various parts of the mechanism must move. Furthermore their motions are related as indicated by equation (29-1) or its equivalent (29-2) so that the integration of these equations is performed mechanically. 30. The differential analyzer for a trajectory. The mechanism required for the integration of the differential equations of ex¬ terior ballistics is considerably more complicated than that of the simple example in the last section. Eight instead of two integra¬ tors are required, and the remaining parts of the machine are cor¬ respondingly numerous. The differential equations and initial conditions in (11-2) and (11-3) can be put into the slightly different form x" = - Ex', y" = — Ey' - g, (30-1) x(0) = 0, 2/(0) = 0, z'(0) = 4 2/'(0) = 2/0, E = F(2/)GH, F(2/) = Я(2/)/С = To reduce the integration of these equations to a series of simple integrations of the type performable by the integrator we intro¬ duce the notations and consider the equations designated by (30-3) on the next page, in which subscripts zero designate initial values at t = 0. It will be evident presently that the operations involved in the solution of equations (30-3) can all be performed by the mechanisms of the
60 APPROXIMATE INTEGRATION ЕСн. IV differential analyzer described in Section 28. It remains to be shown that equations (30-1) and (30-3) are equivalent. У =Jo y' dt’ (30-3) x' = x0- fPGdp, F = Fo- hq, x'2 = x'o2 + f 2x' dx', JXQ V2 = x'2 + y'2. The first four of equations (30-3) are evidently true or are im¬ mediate consequences of the definitions (30-2). From equations (30-1) we see that x' = Xo — C GF dx = Xo — f G dp, Jo Jo These justify the fifth and sixth of equations (30-3). Furthermore The equations in the last two lines of the system (30-3) are evident. To prove, conversely, that the system (30-3) implies (30-1) we find readily from the equations for p, q, xf, y' in (30-3) and the definitions (30-2) that the differential equations and initial condi¬ tions in equations (30-1) are satisfied. The differential analyzer for equations (30 • 3) has sixteen parallel rotating rods corresponding to the variables listed at the right in Figure 30-1. The connections are of the same sorts as those described in Sections 28 and 29 but are made to correspond to the
§30] THE ANALYZER FOR A TRAJECTORY 61 equations (30-3). For the eight integrators these connections are indicated at the bottom of Figure 30-1. The other connections are evident from the diagram. Figure 30*1 In the preceding pages the input table was described as requiring an operator, but the operation can be made automatic in various ways; for example, by requiring the point of the arrow on the table to move in a groove along the curve for <?(??). The output tables are not shown in the figure. They would be similar to those in Figure 29-1. When a spur gear ratio is not rational an mput table with a straight line graph could be used instead of gears.
62 APPROXIMATE INTEGRATION [Си. IV The description of the differential analyzer given in the pre¬ ceding paragraphs is meant only as a suggestion to the mathe¬ matically inclined reader who may be curious to know something of the principles on which such an integrating device can be con¬ structed for a system of differential equations as complicated as those of a trajectory. The mechanism of the analyzer is not sim¬ ple and it cannot be described in detail here. An example of the serious difficulties which have been overcome is the amplification of the torques generated in the integrators in such a way as to avoid slipping. The machine is remarkable for its ingenuity and effectiveness in this respect and many others.
CHAPTER V DIFFERENTIAL CORRECTIONS 31. Introduction. In the preceding chapters the trajectories discussed were so-called standard trajectories which occur when all conditions are normal. In this chapter we shall consider the cor¬ rections which must be made to such trajectories to account for abnormal disturbances which are relatively small. Examples of such disturbances are following and cross winds, variations from normal in the density of the air or the initial velocity of the pro¬ jectile, or the rotation of the earth. These are the most commonly discussed causes of irregularities in the motion of a projectile. It will not be possible to give in detail the theorems concerning functions of lines and their differentials which underlie the theory of differential corrections as presented here. Only an intuitive presentation is given in Section 32. A more complete treatment has been published elsewhere by the author.* But once the differential of a function of a line has been defined and the method of computing it described the analysis takes on a relatively elementary form de¬ pending only upon well-known properties of solutions of systems of differential equations. These properties will be familiar to most of the readers of these pages, but the text is intended to be under¬ standable in itself without elaborate references to other sources. 32. The differential equations of disturbed trajectories. We consider now a standard trajectory (32-1) xtf), y®, z(f) in #?/z-space. The differential equations of such a trajectory are easily seen to have the form (32-2) x" = — Ex', y" = -Ey'-g, z" = - Ez', * Bliss, Differential equations containing arbitrary f unctions, Transactions of the American Mathematical Society XXI (1920), pp. 79-92; Functions of lines in ballistics, ibid., pp. 93-106. 63
DIFFERENTIAL CORRECTIONS ЕСн. V 64 where now E = H(y)G(v)/C, v2 = x'2 + y'2 + z'2. These differential equations are the ones in (11-2) with an addi¬ tional equation for z, deducible from equations like (9-1) in 3-space by the method of Section 11. It is well known that the equations (32-2) have one and only one solution (32-1) cor¬ responding to a given set of initial values (32-3) x(0) = 1/(0) = 2(0) = 0, x'(0) = x', ?/'(0) = y'o, 2'(0) = zQ. When Zq = 0 the function z(f) in (32-1) evidently vanishes identi¬ cally since z(f) = 0 is the only solution for the equation z" = — Ez with the prescribed initial values 2(0) = z'(0) = 0. In this case the remaining functions x(t), y(f) of the standard trajectory (32-1) can therefore be computed approximately from the first two equa¬ tions (32-2) with z = 0 inserted, by one of the methods of approxi¬ mate integration described in preceding pages. If a wind is blowing, w.e may denote the horizontal following and cross components of the wind at the altitude y, respectively, by w(y), Wz(y) (0 g ?/ g Y), where У is a value greater than the maximum ordinate of the trajectory. Wind components up to such an altitude are all that need to be considered. The velocity и of the projectile relative to the air * has the components xf - w, y', zf - wz and the magnitude U = [(#' — w)2 + y'2 + (z' — wz)2J*. Evidently this is the velocity which determines the drag of the air. The vertical wind component is here assumed to be zero, but if it were not so it could be accounted for in a similar manner. If the density of the air at the altitude у is not normal the varia¬ tion from normal can be taken into account by multiplying the density ratio H(y) = e~ay of Section 11 by the factor 1 + к(у) where 100k is the percentage variation from normal in the density * This variable и should of course not be confused with the pseudo-velocity и of the Siacci theory.
§33] FUNCTIONS OF LINES IN BALLISTICS 65 of the air at altitude y. Similarly a percentage variation IOO7 in the ballistic coefficient C can be accounted for by multiplying C by the factor 1 + 7. The differential equations for a trajectory disturbed in these ways are easily seen to be x" = - H(y)[l + - w(2/)]/C(l + 7), (32-4) у" = - Н(у){1 + MW/W + y)-g, z" = - H(2/)L1 + - w^)]/C(l + 7) and the initial conditions to be considered are (32-5) x(0) = 2/(0) = z(0) = 0, z'(0) = 4, ?/'(0) = ?/o, z'(0) = Zq. The solutions of equations (32 • 4) are uniquely determined when the initial values (32-5) and the functions w(?/), wz(y), к(у), 7 are given. Let us denote by W, Wz, К the arcs defined by the first three of these functions when plotted against у on the interval 0 у Y. The solutions of equations (32-4) are then functions of the form x(t, x'o, y'o, W, Wz, K, 7), (32-6) y(t, xo, y'o, z'o, W, Wz, K, 7), z(t, xo, yo, z0, W, Wz, K, 7), in the sense that each is uniquely determined when its eight argu¬ ments are given. 33. Functions of lines in ballistics.* The three functions (32-6) are sometimes called functions of lines. They are really functions whose values are determined by the discrete variables t, x'o, y'o, Zo, 7 and the three arcs W, Wz, K. The Italian mathe¬ matician Volterra was one of the first to study such functions systematically. He used the name curved line in place of our more usual words arc or curve and hence designated functions such as those in (32-6) by the name functions of lines. * For the theory of the functions of lines which occur in ballistics see refer¬ ences 9 to 12 of the Bibliography at the end of this book. For the more general theory see Graves, Topics in the functional calculus, Bulletin of the American Mathematical Society, XLI (1935), pp. 641-662, in which numerous further references are given.
66 DIFFERENTIAL CORRECTIONS ЕСн. V In order to discuss the properties of such functions and their differentials let us consider first a single function x(t, W) of one discrete variable t and one arc W. We may designate by W, W + <5 PF, 5T7 the arcs defined in the yw-plane by the three func¬ tions w(y), w(y) + M?/), 5w(y) (?/i S у g 2/2), where 3w(y) is an arbitrary increment function to be added to A function x(t, W) is said to have a linear expression (33-1) dx = a dt + I A (г/) <3w(?/) dy as its differential at the set (t, W) if an equation (33*2) x(t H- dt, W + 5 PF) = x(t, W) dx + ye(dt, 3JF) holds, where м is the maximum of the absolute values | dt | and I 5w(y) I (2/1 у 2/2), and where е(сй, <5PF) is a function which approaches zero with y. Under these circumstances x(t, W) + dx may be regarded as a first order approximation to the first member of equation (33 • 2), and dx may be regarded as a first order differen¬ tial correction to be added to x(t, W) in order to get approximately x(t + dt,W + SW). From the definition which has just been given and equation (33 • 2) it follows readily that r x(t + adt,W + а Ж) - x(t, W) (33 -3) dx = lim a->0 a This shows that the differential dx of x(t, W) can be calculated as the derivative of x(t + a dt, W + a 5TU) with respect to a at a = 0. By setting 5PF = 0 and recomputing the limit we find _ x(t + a dt, W) — x(t, W) adt = lim a—>0 a = x'(t, W) dt; and by setting dt = 0 and denoting by the symbol Sx the part of (33-1) which is added to a dt it follows that т(^Т7 + «5Т7) -x(t,W) bx = lim — cr—>0 a
§33] FUNCTIONS OF LINES IN BALLISTICS 67 so that the two parts, a dt and dx, of the differential dx in (33-1) can be computed separately. We shall frequently use the notation dx = x' dt + dx for (33-1). Two final formulas concerning functions of lines are important for the arguments in the following pages. Suppose that y(t, W) is a function with properties like those described above for x(t, W), and that the equation (33-4) y(t,W) = 0 has for each W a solution t = T(W). Then by an argument analo¬ gous to ones well known in the differential calculus the equation y\LT(W\ W3 = 0 implies that y'(T, W) dT + dy = 0 so that the differential of T(W) is given by the formula (33-5) dT= - dy/yf at the value t = T(W). Furthermore if we substitute the function t = T(W) in a second function x(t, W), the result is a function X(TF) = x[T(W), IF] which in analogy with ordinary calculus has the differential (33-6) dX = xf dT + dx = — (x'/yf) dy + dx, in which it is understood that t is replaced by Г(ТГ) in the argu¬ ments of the functions x'(t, W), y'(t, W). The results in equa¬ tions (33 • 5) and (33 • 6) are not proved here but are quite natural analogues of well-known formulas of elementary differential cal¬ culus. The important results of this section are the formula (33-3) for the computation of the differential dx of a function of a line #(£, W), the formula (33-5) for the computation of the differential of a function T(W) defined implicitly by an equation y(t, W) = 0, and the formula (33-6) for the differential of a function x[T(W), WJ. It is evident that differentials for functions of more
68 DIFFERENTIAL CORRECTIONS [Сн. V variables, such as the functions (32-6), can be defined and cal¬ culated in a similar manner. 34. Adjoint systems of differential equations and a funda¬ mental formula. We shall need one further notion in order to compute the differentials of the functions of lines which occur in ballistics. Let (34-1) dyi/dt = ~^aikyk + (i,k = 1, • • • ,n) к be a system of linear differential equations for n functions yi(t) in which the coefficients aik) bi are given functions of t. The system (34-2) d\t/dt = - YjhiK (i,k = 1, • • • ,ri) к is called the system adjoint to (34-1). It is formed from (34-1) by changing the signs of the elements of the matrix aik, using the columns of this matrix as rows, and ignoring the terms The equation d(^\u^/dt = ЕХД- i i is an easy consequence of (34-1) and (34-2), and by an integra¬ tion from ti to t2 we see further that (34-3) Г Ex^-T = f di. L i Ji, J ti i This is a formula which will frequently be useful in the following pages. For convenience we shall refer to it as the fundamental formula. 35. The adjoint equations and the fundamental formula for trajectories. In this section we shall use the notations fry, dz for the first differentials of the functions (32-6) with respect to all the variables (t, x'o, yQ, zQ, W, Wz, K, y) except t, at the values (t, Voj Zq, 0, 0, 0, 0). From the remarks in Section 33 it is clear that we can find the differential dx of the first function (32 • 6) by taking the derivative with respect to a at a = 0 of the function (35-1) x(t, a) = x(t, Xq + adxo, yQ + ady'Q, Zq + adz$, aW, oiWz, at, ay). We are justified in using aW instead of a 3JF, and similarly for the variables Wz, k, y, since the differentials to be calculated are taken
§35] THE FUNDAMENTAL FORMULA FOR TRAJECTORIES 69 at the values W = Wг = к = у = 0. Similar steps give 8y and 8z, so that if we indicate derivatives with respect to a by subscripts we find (35-2) 8x = xa(t, 0), 8y = ya(t, 0), 8z = za(t, 0). These differentials are functions of t which have at t = 0 the initial values (35-3) 8x = 8y = 8z = 0, 8x' = dx'Q, 8y' = dy$, 8zf = dz'Q, as we see by differentiating with respect to a the initial conditions z(0, a) = y(0, a) = z(0, a) = 0, x'(0, a) = Xq + a dxQ, 7/'(0, a) = yQ + a dy'Q, z'(0, a) = Zq + a dz0 found from (32-5). The function x(t, a) and its analogues for у and z satisfy the differential equations (32-4) of a disturbed trajec¬ tory with the initial conditions just given and with aw, awz, ак, ay in place of w, wz, к, у. For convenience we represent these differ¬ ential equations by the notations d2x/dt2 = f(x, y, z, xf, y', z', aw, awz, ак, ay), (35-4) d2y/d& = g(x, y, z,xf, y', zr, aw, awz, ак, ay), dtz/dt2 = h(x, y, z, xf, y', zf, aw, awz, ак, ay). When we set a = 0 these equations and the initial conditions given above for x(t, a) and its analogues reduce to (32-2) and (32-3) so that the functions x(t, 0), y(t, 0), z(t, 0) are identical with the functions (32-1) defining the original undisturbed standard trajectory. When we substitute the function (35-1) and its analogues in equations (35 • 4), differentiate with respect to a, and set a = 0, we find the so-called equations of variation: (35-5) d8x/dt = d8y/dt = d8z/dt = d 8x'/dt = fx8x + fy 8y + fz8z+ fxr 8xr + 8y' + fzf 8z' + A, d 8yf/dt = gx8x + gy 8y + gz8z + gx, 8xf + gy, 8yf + gzf 8z' + B, d 8zf jdt = hx8x + hy 8y + hz8z + hx, 8x' + hy, 8yf + hz, 8zf + C,
70 DIFFERENTIAL CORRECTIONS [Си. V where subscripts on /, g, h denote partial derivatives and (35-6) A = fww + fwwz + /Кк + fyy with similar expressions for В and C in terms of g and h, respec¬ tively. The equations (35 • 5) are a system with the form of (34 • 1). The differentials dx, fry, dz are uniquely determined as solutions of the equations (35-5) by the initial conditions (35-3). The partial derivatives of the functions f, g, h in (35 • 5) are taken with respect to the variables |jr, y, z, x', y', z', w, w„ K, 7] regarded as independent, and as a result of setting a = 0 the values of these variables in (35 • 5) are the functions [>(<), y(f), z(t), x'(t), y'(t), 0, 0, 0, 0] defining the original undisturbed standard trajectory. When the од-plane is so chosen that it contains the initial tangent to the trajectory, so that zQ = 0, the functions z(t) and z'(f) are identically zero, as was noted in Section 32. From now on we suppose that this choice of the од-plane has been made. It is important to have the linear system of equations adjoint to the system (35 • 5) worked out for the special functions f, g, h, in the second members of equations (32-4). For this purpose the values of the first partial derivatives of f, g, h in (35-5) are re¬ quired. They can be easily computed and a list of their values is given below. The constant a which occurs in some of them is the coefficient in the exponent of the altitude function H(y) = e~ay of Section 11. It turns out that on a standard trajectory where z = zf = 0 all the first partial derivatives of f, g, h are zero at a = 0 except those whose values are given in the following list: fy = aEx', fxf = — fw = -- E(1 + x'2G'/vG), fvf = gx' = - 9w = - Ex'y'G'/vG, gv, = - £(1 + y'W/vG), gy = aEy', hWi = -hz, = E, fx. ~ ~ fy = ~ Ex', 9x = -gy = - Ey'. When the adjoint equations (34-2) for the system (35-5) are writ¬ ten down and the values of the derivatives of f, g, h are substi-
§36] DIFFERENTIAL CORRECTIONS FOR THE RANGE 71 tuted the following adjoint system of equations for a trajectory is found. X2 — — aE(x'\± + (qk.jx X3 = 0, X4 — — Xi + -£/12(1 xf2Gf!vG}\± 4- (x'y'G'/vG)X5J, X5 =. — X2 + E\fx'y'Gf/vG}\± + (1 + y'2G'/W?)X5], X6 = — X3 + E\q. The fundamental formula (34-3) for the system (35-5) and its adjoint (35-7) can be found after some calculation with the help of the initial values (35-3) and the equations (35-6) and (35-7). It has the form (35-8) Xi bx + X2 by + X3 bz + X4 bx' + X5 by' + X6 bz' = X4(0) dxQ + X5(0) dy'Q + X6(0) dz. + [(X4 + Xi)w + XqEwz + (Хг/а)(к — ?)]<&. The adjoint equations (35-7) and the fundamental formula (35-8) are important for the calculation of differential corrections to a standard trajectory. By choosing suitable initial values for the solutions Хг of equations (35-7) a great variety of corrections can be found, as we shall see in later sections. 36. Differential corrections for the range. In this section the notations X, T will be used for the range and time of fall in place of хш, suggested in Section 8. To find the differential corrections to the range X from the fundamental formula (35-8) we proceed as follows. The time of fall on a trajectory (32-6) is a function t = T(4,7/0,4 W, wg, к, t) which satisfies the equation (36-1) y(T, Xo, 2/0, 4, W, W„ K,y) = 0 whose first differential, according to equation (33-5), is defined by the equation (36-2) у' 6T + 8y = 0
72 DIFFERENTIAL CORRECTIONS ССн. V at t = T. The range X has the value X = x(T, x'o, y'o, 4, W, W2, K, v) and from (33*6) its first differential is the value at t = T of the expression (36 • 3) dX = x' dT + dx = — xf dy/yf + dx = dx + cot co dy. Hence if we determine solutions X» of the adjoint equations (35*7) with the end values (36-4) Xi(T) = 1, X2(T) = cot u, Хг-(Т) = 0 . (г = 3,4, 5, 6) the formula (35 • 8) evaluated at t = T will give the first differential (36 • 3) of the range X. In calculating this differential it should be noted that the adjoint equations (35-7) have one and but one solution with given initial or end values such as the values (36-4). An examination of the adjoint equations shows that their solutions corresponding to these end values have the special properties (36-5) Xi(Q = 1, X3(0 X6(0 = 0. Hence the differential dX has the value (36*6) dX = Qc)£ + cot co = X4(0) dx'o + X5(0) dy'Q + X6(0) dz'o + (xj + l)w(y) dt + (1/а)£ - v]dt- When dzo = 0 the values of dxo, dy'o can be found in terms of dv0 and dOQ to terms of the first order by differentiating the formulas x'o = Vq cos 0o, y'o = Vq sin Oq. The result is dxo = dvo cos — sin ddo, dy'o = dv0 cos + cos dOo- The expression for dX in (36-6) is the first differential of the range X as a function of the variables x'o, y'o, z'o, W, Wz, K, y. Its terms give the first order differential corrections for the range due to the following causes: (1) variations dvo, dOo from normal in the initial velocity and elevation of the trajectory;
§36] DIFFERENTIAL CORRECTIONS FOR THE RANGE 73 (2) a wind in the plane of flight with the velocity w(y) meters per second at the altitudes y; (3) variations from normal of 100к(у) per cent in the density of the air at altitude y; (4) a variation of lOOy per cent in the ballistic coefficient C. Since the first differential dX in (36 • 6) turns out to be independent of the cross wind component wz(y) it follows that a cross wind has no first order effect upon the range. The method of finding the differential corrections for the range described above is not only of theoretical interest. It is also economical for computation since the corrections due to all the causes mentioned in the preceding paragraph, and to others also which will be described in Sections 42 to 44, require only a single set of solutions of the adjoint equations. On account of the special end values (36-4) the function X2(^), MO involved in the range corrections are the only ones which have to be calculated. They are found as solutions of the second, fourth, and fifth of equations (35-7) with Xi = l substituted. The differential in equation (36-6) is not in quite the form (33-1). The integrations should be with respect to the variable y. But the integrals in (36-6) are transformable into integrals with respect to у since the variable t is expressible in terms of у on each of the two branches of the trajectory between the summit and the ground. There is a simple but less rigorous way of justifying the formula (36-3) by means of Figure 36-1. The point of fall of the undis¬ turbed trajectory in that figure has the coordinates (X, 0), a point which the projectile reaches at the time t = T. On the neighboring dis¬ turbed trajectory the projectile at the time T is approximately at the point (X + dx, by). Hence the dif- (-X^O) ference bX of the ranges on the two Figubje 36-1 trajectories is seen from the figure to have approximately the value bX = bx + cot co by at t = T, as indicated in equation (36-3).
74 DIFFERENTIAL CORRECTIONS [Сн. V 37. Differential corrections for the z-coordinate of the point of fall, in particular, for a cross wind. The trajectory defined by the functions (32-1) is supposed to be a standard undisturbed trajectory. The whole of such a trajectory is in the од-plane when this plane contains the tangent at the initial point of the trajectory, and the functions z(t) and z'(f) are identically zero. If there are disturbing influences, in particular if a cross wind is blowing, the trajectory will not be a standard one and the point of fall may have a z-coordinate different from zero. It is the first order approximation to this z-coordinate of the disturbed trajectory which is to be determined in this section. The method is similar to that used for the differential corrections to the range. The time of fall T is the solution of the equation (36-1) and its differential dT is defined by the equation (36-2). The value to be calculated is the first differential of the function Z = z(T, x'o, y0, z'o, W, Wz, K, y). By an argument like that used in calculating dX we find that dZ = z' ar + 6z = az at t = T, since zf = 0 at t = T. The fundamental formula (35 • 8) will give this value if we use in it a system of solutions \ of the adjoint equations (35-7) having X3(T) = 1 and all the other end values \(Г) equal to zero. For this system of solutions of the adjoint equations we find that X3 = 1, Xi = X2 = X4 = X5 = 0 since the only solutions of the first, second, fourth, and fifth of equations (35-7) with end values all zero at t = T are identically zero. Since X3 = 1 the sixth equation (35-7) determines Хб. With the help of the equation x" = — Ex', which holds along the undis¬ turbed trajectory, we find from the sixth equation (35-7) that Xe = — 1 — x"Xg/x', and by integrating and determining the constant of integration at t = T it follows that Xe = (X — x)/x', X6(0) = X/xq.
§38] APPROXIMATE SOLUTION OF ADJOINT EQUATIONS 75 With this and the zero values of the other X’s substituted, the formula (35-8) gives (37-1) 8Z = oz\t=T = Xdz'0/x0 + Jo + The formula (37-1) gives the first order corrections which should be made to the ^-coordinate of a standard trajectory to account for a small component dzQ of initial velocity in the direc¬ tion of the z-axis, and for a cross wind with the components wz(y) at the altitudes y. The absence of the variables dxQ, dy'Q, w(y), к(у), 7 from the formula (37-1) shows that slight variations of initial velocity in the plane of fire, following or opposing winds, variations from normal in the density of the air, and slight changes in the ballistic coefficient have no first order effects on the z-co- ordinate of the point of fall of a standard trajectory. 38. Approximate solution of the adjoint system of equations. The differential corrections most often used are the corrections for the range and those due to cross winds which have been deduced in the two preceding sections. The methods there developed have great elasticity and can be applied to many other less frequently used differential corrections, as will be shown in later sections. In all cases the final formulas are expressed in terms of solutions of the adjoint system of differential equations (35-7). It seems appropriate therefore at this stage to interrupt the deduction of formulas for various kinds of differential corrections for the pur¬ pose of examining some methods of approximate numerical solu¬ tion of the adjoint system. In the formula (36-6) for differential corrections to the range the solutions Х/г = 1,* • •, 6) of the adjoint equations are deter¬ mined by the initial conditions (36-4). The functions Xi, Хз, X6 corresponding to these initial values have the simple special forms in (36-5), so that only the three functions X2, X4, X5 remain to be determined. The equations and initial conditions which these latter must satisfy have the form X2 = — aE(x'\i + 2/'X5), X4 = — 1 + E\^ + x\Gf/vG)E(xf\± + ?/'X5), X5 = — X2 + E\, + y' (Gr / vG)E(xr\± + з/Хб), X2(T) = cot a), X4(T) = X5(T) = 0. (38-1)
76 DIFFERENTIAL CORRECTIONS [Сн. V If we make the substitution X2 = аЛ2 this system takes the form Л2 = — Ex'Xt — Еу'Х$, ( . X = - 1 + EXt - x’(G’/vG)Alf Xg = — clA2 + E\$ — y\Gf/vG)^ Л2(Т) = (1/a) cot co, X4(T) = X5(T) = 0. The equations thus found can be integrated numerically approx¬ imately by a method quite similar to that described in Section 26 for the equations of the original trajectory. The computation is much simpler, however, since all the equations (38-2) are now linear, and since fewer significant figures for the variables are needed. Besides the method described in this section a second method, devised by Gronwall, is explained in the next section. It has much to recommend it from the standpoint of economy in computation if only initial values X/0) of the functions are needed. The table of values of A2, X4, X5, analogous to Tables 26-1 and 26 • 2, now has the headings t A2 Ai Д2 10 4A2 X4 Д1 Д2 X4 X5 Д1 Д2 X5. It will usually turn out that 10“4A2 is more convenient to tabu¬ late than Л2 itself. Only second differences for the derivatives are needed, and three significant figures, as shown in Table V at the end of the book, are generally sufficient in the computations. The attempt to secure more with the tables here available will only cause delay. Tentative values for the derivatives A2, x£, X5 are to be estimated at each step with the help of their differences, and tentative values of Л2, X4, X5 can then be determined by means of the interpolation formula (23-5). Improved values of the de¬ rivatives can be computed by means of the differential equations in the system (38-2). Table 38-1 shows a suggestion for the arrangement of the numerical work for the computation of the derivatives from equa¬ tions (38-2). The elements in the first column, besides the values of the X’s, are quantities which are all already known from the computation of the trajectory. One needs only to write them down in a convenient order for computation. The elements in the
§ 38] APPROXIMATE SOLUTION OF ADJOINT EQUATIONS 77 second column may then be computed with a slide rule or com¬ puting machine.* A 20-inch slide rule or its equivalent is accurate enough for most differential corrections. A 10-inch rule is suffi¬ cient if one is interested only in learning something about the method. Table 38*1 t - Ex'Xf 10-4A2 - Ey'K X4 Xs (G'AG)A' Ex' Ey' x\G'/vG)b, tfi/100 EXi — 1 G'/vG x' 2/'(G'AG)A, У' Ж E — <zA2 a2' X5' Integration from end values at t = T backward to values at t = 0 sometimes causes confusion. This can be avoided by sub¬ stituting t = I — r in equations (38-2), where I is the first integer exceeding the time of flight T, and using r as independent variable. The initial values of A2, X4, X5 are then known at т = I — T and т increases from this value to т = I as t decreases from T to zero. The first т-interval for the approximate integration is that from I — T to the first positive integral value of т for which the co¬ efficients of the adjoint equations are known from the table of values for the trajectory. It may be mentioned here that one of the advantages of Table 38-1 over the corresponding table for GronwalPs method in the next section is that the elements following X5 in the first column of the table are known from the computation of the original trajec- * For values of G'/vG see Table III at the end of this book or the cor¬ responding tables in the references Nos. 8 and 14 of the Bibliography.
78 DIFFERENTIAL CORRECTIONS [Сн. V tory whose differential corrections are sought. In contrast to Gronwall’s method no preliminary computations of coefficients are necessary. From formula (36-6) the correction for a 10 m/s wind, con¬ stant at all altitudes, is (Xl + l)w(y) dt = [Г - X4(0)]10. Thus it is evident that the value of X4(0) to tenths of units will give the wind correction to meters. Similarly the correction for a 1 per cent variation from normal in the density of the air, constant at all altitudes, is ►T (1/a) X2 ф) dt = [A2(T) - A2(O)].O1 and this correction will be given to meters if the values of 10~4A2 are known to hundredths. These comments justify the remarks made above about the number of significant figures desirable in the solutions of the adjoint equations. If one uses a computing machine the computational steps im¬ plied in Table 38-1 can be materially condensed. In the right¬ hand column only the third and the last three entries are press- ingly necessary. Examples 1. For the trajectory in Example 1 of Section 27 find the differential correction for the range due to a 10-meter-per-second following wind which is the same at all altitudes. 2. For the same trajectory find the deflection due to a 10-meter-per- second cross wind blowing from left to right. 3. For the same trajectory find the differential range correction to account for a 1 per cent excess over normal, constant at all altitudes, in the density of the air. Show that this correction is the same as the one which corresponds to a 1 per cent decrease in the value of the ballistic coefficient. 39. Gronwall’s method for integrating the adjoint equations. Gronwall’s method depends upon the fact that the equations of variation (35-5) with A = В = C = 0 along a standard trajectory have the particular solution (to, Sy, Sz, to', Sy', Sz') = (x', y', z', x", y", z"),
§39] GRONW ALL’S METHOD 79 as can perhaps most readily be seen by setting a = 0 in equations (35 • 4) and differentiating with respect to t the resulting equations of the standard trajectory along which differential corrections are to be computed. From the fundamental formula (34-3), with all terms bi = 0, corresponding to the fact that now we are taking A = В = C = 0, it follows that for every solution of the adjoint equations (35-7) we have (39-1) + X2yf + X3z' + X4z" + Хб2/" + Xez" = к, where к is a constant. By using the first equation (38-2), the equations of the standard trajectory in the original form (32-2), and the fact that along such a trajectory z = z1 = 0, equation (39-1) can be made to take the form (39-2) Xtf/ + аЛ2у' + Л2 - д\ь = к. By solving this equation for X5, the second equation (35 • 7) for X4, substituting for X5 in the fifth equation (35-7) expressed in the form of the third equation (38-2), and using (11-2), it follows that the functions Xi, A2, X4, X5 belonging to a solution of the adjoint equations (35-7) also satisfy the equations X4 = — (t/'A')X5 - A,/Ex', (39-3) X5 = (Xis' + аЛ2у' + A2 — k)/g, A2 = ^(2^'Xi - k) + 2aEy'A2 + [_E- y'(a + The end values of A2, X4, X5 at t = T determine A2(T) and к by means of the first two of these equations, and Xi is constant on account of the first equation (35-7). In particular for the solution of the adjoint equations involved in the range corrections and having the end values (36 • 4) we find the values (39-4) Xi = 1, A2(T) = (1/a) cot w, A^(T) = X4(T) = X5(T) = к = 0. The value of к is zero because at t = T the angle of fall satisfies the equation x' + yr cot w = 0. The advantage of the system (39-3) is that the third equation involves none of the variables X except A2 and the constant Xx. It can therefore be solved separately for A2. For the range cor¬
80 DIFFERENTIAL CORRECTIONS ЕСн. V rections the equation and its associated initial conditions have the form (39-5) a; = L + MA2 + Ж2, A2(T) = (1/a) cot o>, A2(T) = 0, where L = 2Ex', M = 2aEy', N = E - y'(a + gG'/vG). For actual numerical computation the independent variable r = I — t may be used in place of t if desired. Then also Л2 and A2 must be changed to — A2t and A2tt in equations (39-5), and the т-intervals to be used will have the end values т = I — T, 1, 2, • • •, I corresponding to the values T, I — 1, 1 — 2, • • •, 0 for t. The computation, by the method of Sections 26 and 27, of the standard trajectory for which differential corrections are sought gives the values Ex', Ey', E, v2/lQ0 at the ends of the ^-intervals, and Table III at the end of this book gives the values of G'/vG cor¬ responding to values of v2/100. Hence before the integration of equations (39 • 5) is started a table of the values of its coefficients at the end values of the т-intervals can be constructed. The table for A2 and its derivatives has the headings т t Ai Д2 A2t Ai Д2 A2. Only second differences are needed and three significant figures are usually all that are necessary. Tentative values of A2tt can be estimated by means of its differences, and tentative values of A2r and A2 can then be computed by means of the formula (23-5). Improved values of A2tt can be computed by means of equations (39-5); for example, by the steps indicated in Table 39-1. The elements in the first column are given by estimates and L, M, N are found by preliminary computations. The last column sug¬ gests a convenient method of computing improved values for A2tt. Table 39*1 t t A2 A2t M N L -#A2t A2tt
§40 J BALLISTIC WIND AND DENSITY 81 It should be noticed that the steps suggested in this table for computing improved values are many fewer than those suggested in Table 38-1. On the other hand, the preliminary computations of the coefficients L, Af, N for GronwalPs method compare with none at all for the method of Section 38. After the value Л2(0) has been found by approximate integration of equations (39-5) it is still necessary to compute X5(0) and then N4(0) by means of the first two equations (39 • 3) in order to get the wind correction. This last computation is, however, an isolated one at the value t = 0 only, and it will be found by a careful comparison that GronwalPs method is considerably more rapid than that of Sec¬ tion 38 when only initial values X^(0) of the functions \(t) are needed. Examples 1 and 3 from Section 38 are good exercises in the application of GronwalPs method also. 40. Weighting factor curves. Ballistic wind and density. The wind corrections whose calculations were suggested in the ex¬ amples of Section 38 were all for winds with constant velocities at all altitudes. If a wind has different velocities w(?/) at differ¬ ent altitudes у the corresponding range correction can be calcu¬ lated approximately by means of a device called a wind weighting factor curve. The first order range correction for such a variable wind is given by the formula (40-1) as one sees from formula (36-6). In this expression X4(0 is one of the triple of functions Л2, X4, X5 satisfying the equations (38-2), or (39-3) and (39-4). The coordinate functions defining the trajectory, and these auxiliary functions, are supposed to have been determined by the methods of approximate integration de¬ scribed in Sections 26, 38, and 39. The wind weighting factor curve is an auxiliary curve by means of which the integral (40-1) can be calculated rapidly graphically. To construct this auxiliary curve we first plot the function (40-2) <p(t) = X4(0 + ^ against the quotient y(t)/y9 where ys is the maximum ordinate of
82 DIFFERENTIAL CORRECTIONS [Сн. V the trajectory. To each value у < ys there correspond two values of t, say t and tf, defining the two points on the trajectory at the altitude y. Hence the graph of against y/y8 has the form shown in Figure 40-1. The graph of the function _ AB _ <p(tf) - <?(£) CD ~ <p(T) - ^(0) against y/ya can easily be plotted with the help of the curve in Figure 40-1. It has the form shown in Figure 40-2 and is called the wind weighting factor curve for the trajectory under consideration. The segments Pi indicated on Figure 40 • 2 are determined by a subdivision of the interval 0 у ys into n parts by a sequence of increas¬ ing values yfi = 1, • • •, ri) with ?/o = 0 and yn = ya. From Figures 40-1 and 40-2 it is seen readily that (40-3) P‘~ <p(T) - ^(0) <p(T)— These numbers p^ are called wind weighting factors for reasons which will presently appear. The wind w(y) as given by the ballistic observations mentioned
§40] BALLISTIC WIND AND DENSITY 83 in Section 5 is a function having constant values Wi in each of a succession of zones у уi (г = 1, • • •, n) such as those indicated in Figure 40-2. A function of this special type is called a step function. The range correction for such a wind has from (40-1) the value = ?^у г)Е<Ж) — — i = г where (40-4) 8rX = <p(T) - <?(0) = CD in Figure 40-1. The ballistic wind \vb for a wind with constant velocities w£ in each of a succession of zones y^-i у у Xi = 1, • • •, n) is defined to be the expression (40-5) wb = prWi + • • • + pnwn = ^PtWi, i where the coefficients p; are the wind weighting factors in the form (40-3) or, what is the same thing, the lengths of the segments рг- cor¬ responding to the successive zones as indicated in Figure 40-2. The ballistic wind wb has the property that the total following wind cor¬ rection SX for the range X due to the winds Wf in the zones y£_i у < у Xi = 1, • • •, n) is (40-6) 8X = wb8fX, where diX from (40 • 4) is the following wind correction for a constant one-meter-per-second wind blowing throughout the trajectory. It is evident from the definition just given and the property (40-6) that the ballistic wind wb is a fictitious constant wind so constructed that its differential correction wb §iX for the range is the same as the correction FX for the observed winds wt- in the wind zones y^ у yfi = 1, • • - ,ri). When these zones are given, the values of the corresponding wind weighting factors Pi can be determined by measuring the intervals indicated on the wind weighting factor curve in Figure 40-2. The ballistic wind is then given by the formula (40-5). The winds w%- and their zones are determined by means of
84 DIFFERENTIAL CORRECTIONS [Сн. V balloon observations made by the staff of a meteorological station such as was mentioned in Section 5. Each meteorological station has many typical weighting factor curves for trajectories of the guns it is supposed to serve. These curves have similar shapes and are often quite close to each other. Since usually only one ballistic wind for each altitude interval is broadcast in one of the meteorological messages mentioned in Section 5, a part of the duty of each station is to select a wind weighting factor curve and a ballistic wind as nearly representative as possible of the trajec¬ tories of the guns for which it is broadcasting. It should perhaps be mentioned here that the method described in Section 38 for integrating the adjoint equations is probably more economical than Gronwalhs method in Section 39 when a wind weighting factor curve is to be constructed, since a result of the former method is a sequence of values of ^(t), and conse¬ quently of <p(f) in (40-2), by means of which the curve in Figure 40-1 can be plotted. The method of Gronwall gives at first only the values of Л2 and its first derivative. The sequence of values of X4(0 needed for the curve in Figure 40-1 must afterwards be computed by means of the first two equations (39-3) with Xi = 1, к = 0. From formula (36-6) the range corrections corresponding to a variation from normal of 100k(t/) per cent in the density of the air at various altitudes у is given by the formula dX = (1/a) I ^(y) dt = I А.2к(у) dt. J о Jo If we replace X4(7) + t by Л2(0 in equation (40-2) the method de¬ scribed in the preceding paragraphs will give a density weighting factor curve and a ballistic density with properties similar to those of the analogous notions for the wind. The function к(у) involved is determined at the meteorological station as a step function with constant values Ki in a sequence of zones y{-i ^y yfi = 1, • • •, ri). The percentage ballistic density variation 100k6 is defined by an expression of the form *b = № + • • • + qnKn, with density weighting factors qif and the range correction for the
MISCELLANEOUS CORRECTIONS 85 observed density variations in the intervals у yi is bX = 100/q, SiX where = [Л2(Т) - Л2(О)].О1 is the range correction corresponding to a constant 1 per cent variation from normal in the density of the air. Examples 1. Find the wind weighting factor curve, and the ballistic wind in terms of the constant winds Wi, for the trajectory in Example 1 of Section 27. 2. For the same trajectory find the density weighting factor curve and the ballistic density xb. 41. Differential corrections for time of flight, maximum ordi¬ nate, and angle of fall. The corrections for which formulas are to be computed in this and later sections of this chapter are inter¬ esting illustrations of the elasticity of the theory of differential corrections as explained in the preceding pages. The method used in computing them is always the same. The corrections are given by formula (35-8) with the initial values of the solutions \ of equations (35-7) so chosen that the first member of equation (35-8) is the differential correction which is desired. For the time of flight T the first differential dT has the value dT = — fry/у' at t = T, as indicated in formula (33-5). The first member of equation (35-8) will therefore be equal to this if the solutions \ of equations (35 • 7) have the end values (41-1) Xi(T) = 0, X2(T) = - 1/у'(Т), XS(T) = ... = х6(Г) = 0, as is readily seen. For this system of solutions the functions Xi, X3, X6 vanish identically, and X2, X4, X5 are determined by the second, fourth, and fifth of equations (35-7). The value of ST from formula (35-8) is then (41-2) dT = X4(O)dzo + X5(0) dy'o + I X4w(?/) dt 4-
86 DIFFERENTIAL CORRECTIONS ССн. V The first two terms in this formula give the differential correction for time of flight T corresponding to a slight change in initial velocity and direction; the first integral gives the correction due to a following or opposing wind w(y); and the second integral gives the correction due to a variation from normal of 100к(у) per cent in the density of the air, or to a change of lOOy per cent in the ballistic coefficient. Ballistic wind and density for the time of flight can be determined by a method like that of the last section. The absence of the terms in dzQ and wz in the equation (41-2) means that the first order corrections of the time of flight due to a slight change of initial direction dz0 or a cross wind wz are zero. The time when a projectile passes its maximum ordinate is the solution t = ts(x'Q, y'o, zQ, W, Wz, K, y) of the equation (41 • 3) y'(ts, x't, y'Q, z'o, W, Wz, K,y) = 0 from the system (32-6). The differential bts of this solution is determined by the equation y" dts + fry' = 0 analogous to (33 • 5) and evaluated at t = t8. The maximum ordi¬ nate Уз = y(ts, 4, Уо, 4 W, Wz, K, y) itself has the differential bys = y' 8ts + fry = ty (t = t8) in which the term y'8ts vanishes because of equation (41-3). Hence the first member of equation (35-8) evaluated at t = t8 is equal to 5ys if the values of the functions at t = ts are chosen to be Ш) = 0, Mts) = 1, Хз(^) = • • • = Ш) = 0. Again we have Xi(£) = X3(0 = X6(0 = 0, and the differential cor¬ rection of the maximum ordinate has the value
§ 42] VARIATIONS IN THE VELOCITY OF SOUND 87 The angle of fall w is determined by the equation tan w = — y'/x' from which it follows that sec2 co <5cu = [y'(x" bT + bx') - x'(y" bT + by'^/x'2. Hence with the help of the differential equations (32-2) of the standard trajectory, and the equation (33-5) for bT, we find that Ьы = {g/v^) cot co by — (1/^) sin co bx' — (1ДО cos co by'. The first member of equation (35 • 8) evaluated at t = T is equal to this value 5co if we substitute in it the solutions of equations (35 • 7) which have the end values W) = 0, X2(T) = (g/vi) cot co, Хз(Т) = 0, X4(T) = - (I/O sin ы, ХьСГ) = - (1/0 cos co, X6(T) = 0. From these end values and equations (35 • 7) it follows readily that Xi, Хз, Xe are all identically zero and the value of 8co is pT r>T bv = N4(0) dxQ + X5(0) dy'Q + I \'4w dt + I — у) dt. Jo Jo Examples 1. Find the formula for the differential correction bxs of the abscissa xs of the maximum point on the trajectory, and find for what disturbances the first order correction is zero. 2. Do the same for the velocity vs at the maximum point of the tra¬ jectory. 42. Differential corrections for variations from normal in the velocity of sound. When the origin of a trajectory is at sea level and its density ratio has the normal value H(y), the differ¬ ential equations for the trajectory, deduced in Sections 10 and 11, will have the form (42-1) x" = - Ex', y" = ~Ey' - g, z" = - Ez', where (42-2) E = }J(y)G(y, a, ps)/C, a is the velocity of sound, and G(y, a, ps~) is defined by equation
88 DIFFERENTIAL CORRECTIONS ЕСн. V (10-9). In terms of the absolute temperature T(y) at the altitude у and the standard velocity of sound a8 at the standard absolute temperature TQ we have from (10-1) (42-3) a = а8(Т/Тау. If we set so that IOOtQ/) is the percentage variation of T(y) from T8, then with the help of equation (10-9) the function E in (42-2) may be expressed in the form (42-4) E = + rm/[l + тШ). A standard trajectory is one which satisfies the equations (42-1) with E in the form (42-4) and т(у) = 0. When r(y) does not vanish identically the coordinates of the projectile become func¬ tions of t and of the curve defined by т(у). The first differential of the range, for example, as a function of this curve is the differ¬ ential correction of the range for variations of 100т (y) per cent from normal in the absolute temperature. These correspond of course to variations from normal in the velocity of sound, on account of the relation (42-3). The first differential of the range or other quantities associated with the trajectory can be computed by the method of Section 35 and following sections. Derivatives of /, g, h with respect to г at г = 0 must be adjoined to the table of derivatives in Section 35, and a term in т(у) must be added to formula (35-8). With the help of (42 • 4) we find the derivatives of /, g, h with respect to г along a standard trajectory, where r = 0, to be fT= - (Ex72)(l - vG'/G), gT = — (Ey'/2)(1 — G'/vG), hT = 0. The new term to be added to the second member of formula (35 • 8) to account for variations from normal in the velocity of sound is therefore (42-5) №)(x'X4 + y'X5)(l - vG’/G)t dt =
§43] CORRECTIONS FOR SPHERICITY OF THE EARTH 89 The differential corrections for various quantities associated with the trajectory, to account for variations from normal in the ve¬ locity of sound, are found by substituting suitable solutions X; of the adjoint equations (35-7) in the formula (35-8) with the term (42-5) added. There is a duplication of notations in the formulas (42 • 2) and (42-5) which need not cause confusion. The symbol a in the former stands for the velocity of sound, and in (42-5) it designates the coefficient in the exponent of the altitude function H(y) = e~ay. 43. Differential corrections to account for the sphericity of the earth. So far in these pages the motion of a projectile has been considered for the case when the flight takes place over a fixed flat plane surface with a constant force of gravity acting on the projectile perpendicular to the plane. In this and the next sec¬ tion corrections to account for the sphericity and rotation of the earth will be considered. The treatment of these corrections here given is based upon the arguments of Moulton.* The trajectory OP first to be considered is the one shown in Figure 43-1. The earth is supposed to be a non-rotating sphere, and the force of gravity is directed along the line PC from the projectile P toward the center C of the earth. According to Newton’s law the gravi¬ tational force attracting the projec¬ tile P toward the center C has the magnitude k2me/r2 where e is the mass of the earth, m that of the pro¬ jectile, r is the distance CP, and k2 is a gravitational constant whose value depends upon the units used. The components of the gravitational force vector are therefore - k2 em /о + у r2 r - k2 em z r2 r where r0 is the radius of the earth. Since r2 = x2 + (r0 4- y)2 + z2 = r£l 4- 2(^/r0) + (x/r0)2 + (y/roy- + (z/r0)2J * New methods in exterior ballistics, § 3, p. 9; and § 34, p. 112.
90 DIFFERENTIAL CORRECTIONS [Сн. V it follows with the help of the binomial formula that (43 • 1) (r0/r)3 = 1 - 3(?//r0) - f (x/r0)2 + 6(y/r0)2 - f (z/r0)2 4 , the terms indicated by dots being of the third and higher orders in the ratios x/tq, y/r^ z/rQ, The equations of motion of the projectile now take the form У" = -Ey'- k2e(rQ + y) ? and with the help of equation (43-1) and the notation (43-2) gi = k-e/rl for the force of gravity on unit mass at the earth’s surface, they may also be written in the form x" = - Ex' - gi(x/r0)[\ - 3(y/ro) + • • •], (43-3) y" = — Ey' — g£l-2(y/r0) - f (.гДо)2 + 3(т//г0)2 - 4(г/ Го)2 + • • •], z" = - Ez' - gi(z/r0)[_l - 3(y/r0) + • • • J. The value of gi in (43 • 2) differs from the usual gravitational con¬ stant g since the latter is determined by both the gravitational attraction of the earth and the centrifugal force due to the earth’s rotation. But the difference is small. The terms of the second and higher orders in the ratios x/rQ, y/r^ z/tq can be neglected in equations (43-3). The radius of the earth is, in fact, about 4000 miles, and on a 20-mile trajectory the ratio x/r0 therefore satisfies the inequality x/r. 20/4000 = .005, and its square is of course much smaller. The other ratios in general do not exceed x/tq, and a range of 20 miles is one of the longest. Of the first order terms those in z/r0 can always be neg¬ lected since z is always very small relative to r0. In the methods of numerical computation in the preceding sections we have agreed to keep values of x", у" only to hundredths of a meter. Since the value of gi is approximately 10 this means that in order to neglect a term in x/rQ we should have (43-4) lO(.r/?o) < .01, .r < 4 miles = 6437 meters.
§43 J CORRECTIONS FOR SPHERICITY OF THE EARTH 91 Hence the first order terms in equations (43-3) have significance only for trajectories with ranges exceeding about 6500 meters. Even on one of these their effects may be quite small since on the first part of the trajectory the value of x is always less than the limit prescribed in (43-4). Differential corrections to account for the first order terms in x/rQ and ?//r0 in equations (43-3) can be found by the methods of the preceding sections. The equations with only first order terms retained have the form x" = - Ex' + <p, y" = - Eyr — <7i + z" = - Ez' with (43-5) <P= - g^/rG, ф = 2д1у/г{). To calculate the first differential of the solutions of these equa¬ tions as functions of the functions <p, ф we first find the equations of variation by inserting a<p, оф in place of ф, differentiating with respect to a, and setting a = 0. The derivatives of th(* functions g, h of Section 35 which are needed have the values f<f> = = 1? A = g<p ~ = \ = They are taken at the values <p = ф = 0. The formula analogous to (35 • 8) is found to be (43-6) Xi&r + \28y+ \38z + \idx'+K8y' + X68z' = X.i(0) c/xq + Хз(О) dyQ + X6(0) dzQ + § (Х.4<р + Х51Д) dl. From (43-5) the last integral can also be written in the form (f/i,. (- X4.r + 2X57/) dl. The differential corrections for various quantities associated with the trajectory, to account for the sphericity of the earth, can as before be secured by inserting in formula (43-6) suitably se¬ lected solutions of the adjoint equations (35-7). A final remark may be made here which will be useful in the next section. Equations (43-3) and (43-5) show that the differ¬ ence between the vectors giving the earth’s attraction on unit
92 DIFFERENTIAL CORRECTIONS [Си. V masses at the point (x, y, z) and at the initial point (0,0,0) of a trajectory is approximately the vectoi’ (43-7) (- gix/rQ, 2<7iy/7-0,0). This is for a spherical earth. In the next section the similar vector with g in place of gi is used as an approximation to the corre¬ sponding difference for an ellipsoidal earth. 44. Differential corrections to account for the rotation of the earth. With respect to £i?/i2i-axes fixed in space the differential equations of a trajectory have the form (44-1) 4 = y'i = Ylf z" = where Xi, Yi, Zi are the projections on the axes of the sum of the forces per unit of mass acting on the projectile. These forces are the retardation of the air and the attraction of the earth. The problem of the present section is to transform equations (44-1) into equivalent ones for a moving system of xi/z-axes related to the trajectory as indicated in Figure 44-1. In the present section the earth is supposed to be ellipsoidal. The differential equations found will differ but little from the differential equations (32-2)
§ 44] CORRECTIONS FOR THE ROTATION OF THE EARTH 93 of a standard trajectory, and differential corrections will be found to account for these differences. In accordance with the procedure of Moulton * the transfor¬ mation from equations (44-1) to the final system of equations is effected by a sequence of simple rotations about coordinate axes and one translation. In Figure 44-1 C is the center of the earth and P is the north pole; О is the position of the origin of the trajectory at the time t; angle QCO is the geocentric latitude Zi of 0; and the angle I is the astronomical latitude of 0, the direc¬ tion Oy being opposite to that of the gravitational vector (0, - g, 0) at 0. The zi?/iZi-coordinate system, fixed in space, is taken with D as center, DP as Zi-axis, and with the position of DO at the time t = 0 as 2/i-axis. The Z2?/2£2-coordinate system is then chosen with its z2-axis coincident with the Zi-axis, and with the line DO at the time t as its т/2-axis. If co is the angular velocity of rotation of the earth in radians per second the angle between the zi-axis and the z2-axis at the time t in seconds is a>Z, and the transforma¬ tion from the first to the second coordinate system is X2 = Xi cos wZ + yi sin wZ, y^ — — Xi sin wZ + yj. cos coZ, Z2 = £1. The transform of the system of differential equations (44-1) is found by differentiating the last equations twice with respect to Z, expressing Xi, ylf x{, y{ in terms of X2, у 2, x'2, y'2, and substituting the values of x[, z[ from equations (44-1). The result is X2 = X2 + + w2^2, У2 = F2 — 2o)rr2 + ^2?/2, £2 = Z2, where X2, Y2, Z2 are the projections on the rr2?/2£2-axes of the force whose projections on the xit/iz-axes are Xlf Yi, Zi. The x3t/3£3-system of coordinates is chosen to be the result of translating the x22/2£2-system along the segment DO in Figure .44-1. The transformation to the new system is x3 = X2, Уз = У2- r0 cos Zi, £3 = £2, and the transformed differential equations are xl = X2 + 2o>?/3 + оАгз, (44-2) у'' = Y2 + co2r0 cos Zi - 2^3 + co2v/3, £3 = Z2. * New methods in exterior ballistics, § 4.
94 DIFFERENTIAL CORRECTIONS [Ch. V The centrifugal force per unit mass on the projectile at 0, due to the rotation of the earth, is the vector whose components are 0, co2r0 cos Zi, 0, and if we add this force to those originally in the vector X2, Y2, Z2 to make a new vector X3, У3, Zz the equations (44-2) take the form x I = X3 + 2wt/3 + w2x3, уз = Y3- 2cex3 + о2уз, z3 = Z3. The fourth coordinate system is obtained by rotating the ?/3-axis about the z3-axis toward the z3-axis through the angle I so that the new ?/4-axis lies in the line Oy of the figure. The transformation is X4 = Хз, У4 = Уз cos I + Z3 sin Z, Z4= — уз sin I + Z3 cos Z, and the new system of differential equations is X4 = X4 + 2ca(yf4 cos Z — 4 sin Z) + y" = Y4 + cos I [— 2^X4 + co2(t/4 cos I — Z4 sin Z)], z'4 = Z4 — sin Z 2w^4 + cu2(?/4 cos I — Z4 sin Z)]. Suppose now that X is the azimuth of the trajectory, the angle at О measured clockwise from the south to the positive direction in the plane of the trajectory. The fifth and final coordinate system is found by rotating the z4-axis about the 7/4-axis toward the £4-axis through the angle 7г/2 — X until the z4-axis falls in the positive direction in the plane of the trajectory. The transforma¬ tion is x = x4 sin X — Z4 cos X, у = у4, z = cos X + z4 sin X, and the transformed system of differential equations is xtf = X + sin X ptay'cos Z — 2uzr sin Z sin X + a>2 (x sin X + z cos X)] + sin Z cos X 2w/ cos X + co2(y cos I + x sin I cos X — z sin I sin X)], (44-3) y" = Y + cos Z 2w(x' sin X + z' cos X) + w2(t/ cos Z + x sin Z cos X — z sin I sin X)], = Z + cos X [2ayr cos Z + w2(x sin X + z cos X)] + 2(j)xf sin Z — co2 sin Z sin X (y cos I + x sin I cos X — z sin I sin X).
§44] CORRECTIONS FOR THE ROTATION OF THE EARTH 95 In these equations the vector V whose components are X, Y, Z is a sum of three vectors V = V1+ V2 + 73 in which Vi is the retardation on the projectile per unit of mass due to air resistance, V2 is the gravitational attraction of the earth for a unit mass at the projectile, and V3 is the centrifugal force per unit mass at the point 0. If 7? is used to represent the attrac¬ tion of the earth for a unit mass at the point 0 we may also write V in the form V = Vi + (V2 - Ц) + (V? + V3). The first vector on the right in this equation has the components Vi = (- Ex9, - Ey9, - Ez9) as has often been noted above. If the earth were spherical in shape the second vector would be the vector (43-7) of the pre¬ ceding section. This vector with g± replaced by g will be used here as a sufficiently accurate approximation for the value of V2 — V2 for the ellipsoidal earth. The vector V2 + V3 is the usual gravita¬ tional vector (0, — g, 0) at 0, the sum of the attraction of the earth and the centrifugal force. Before writing the final equations one should note that since the number of seconds in a sidereal day is 86,164 the value (44-4) co = 2тг/86,164 = 7.2921 X 10“5 of the angular velocity of rotation of the earth is very small, and z and z9 are also both relatively small, so that the terms in co2, «2, &z9 in equations (44-3) can all be neglected. The final system is therefore x" = — Ex9 — дх[ть + 2сот/' cos I sin X, (44-5) y" = — Ey9 — g + ^gy/r^ — 2ux9 cos I sin X, z" = — Ez9 + 2ых9 sin I + 2cot/' cos I cos X. The solutions of this system with given initial conditions are functions of t and w. If we replace co by aco in equations (44-5), differentiate with respect to a, and set a = 0, in accordance with
96 DIFFERENTIAL CORRECTIONS ЕСн. V the procedure of Section 35, we obtain a system of equations of variation analogous to equations (35 • 5) but with A = В = дшы, С = кш<л) in place of (35 • 6) and similar expressions for В and C. By carrying through the further reasoning of Section 35 we obtain the formula (44-6) Xi dx + X2 Sy + X3 dz + X4 fix' + X5 fry' + Хе 5zf = X4(0) dxQ + Xo(0) dyQ + Xe(0) dzQ + 2o) cos I sin xf (X4y' — X5x') dt + 2oj sin I f \&x' dt + 2w cos I cos X Г X6y' dt Jo Jo to account for the effects of the rotation of the earth. This for¬ mula is analogous to (35 • 8). The expressions giving the differen¬ tial corrections for particular quantities associated with a trajec¬ tory are found as before by specializing the solutions X; of the adjoint equations (35-7) used in formula (44-6). In particular the corrections for the range and deflection turn out to be CT bX = 2w cos I sin X I (\4yr — Xgx') dt, qT pT bZ = 2w sin 11 (X — x) dt + 2co cos I cos X I (X — x)(y'/xr) dt. Jq Jo The initial values of the solutions Хг- for the former of these expres¬ sions are given in (36-4). For the latter they are X6(T) = 1 and X/T) = 0 (i = 2, • • •, 6). In this second case all the X^ vanish identically except X6 which has the value given in the equations preceding (37-1). In applying the formulas for dX and bZ the reader should re¬ member that w is the angular velocity (44-4) of rotation of the earth in radians per second; I is the astronomical latitude of the gun, the angle between the equatorial plane of the earth and the direction of the gravitational vector at the gun; and X is the azimuth of the line of fire measured clockwise from the south. If the azimuth X is measured from the north, as in Section 4, the symbol X in the expressions for bX and bZ should be replaced by 7Г 4- X.
§44] CORRECTIONS FOR THE ROTATION OF THE EARTH 97 Examples 1. Find the differential correction to the time of flight T to account for the rotation of the earth. 2. Find the position and azimuth of a gun on the earth’s surface for which the range correction dX will be a minimum or maximum. For what position will it be zero? 3. Which terms in dX and 8Z have opposite signs in the northern and southern hemispheres? 4. Determine the corrections dX, dZ for the trajectory in Example 1 of Section 27.
CHAPTER VI BOMBING FROM AIRPLANES 45. Introduction. The purpose of this chapter is to exhibit some of the mathematics involved in the aiming of an airplane so that a bomb released from the plane at the proper time will hit a target. The methods actually in use in the field, and the details of bomb sights, are such closely guarded secrets that a civilian such as the author of the present pages can have very little authorita¬ tive knowledge. Most of the material in the following pages is well known and has already appeared in print,* or is conjectured without expert knowledge by the author. 46. Bomb trajectories. If there is no wind, and if a plane is flying horizontally with constant speed, the trajectory of a bomb dropped from the plane at a given time t = 0 can be calculated by the methods described in Chapter IV for the approximate solution of the differential equations and initial conditions for a trajectory as given in (25-1). The origin of ^-coordinates is now, however, the summit of the trajectory and, as one readily sees, the initial conditions have the form t = To = yQ = 0, To = uh, yo = 0, where uh is the constant horizontal velocity of the airplane. The general form of such a trajectory is that of the curve shown on the left in Figure 46-1. The coordinates Oxyz there indicated are supposed to be fixed relative to the earth at the point at which the bomb is released, and Q is the point of fall on the surface of the earth. The effect of a wind on the trajectory can be computed as in Chapter V. All the measurements of the aviator are taken from the moving * See, for example, Hayes, Elements of ordnance, Chapter XII. The pre¬ sentation here is even more concise. 98
§46] BOMB TRAJECTORIES 99 plane. Consequently it is important for him to know the details of the trajectory as related to a coordinate system OxiyiZi attached to the airplane and with the axis Oxi in the direction of the motion of the plane. The relations between coordinates of the two co¬ ordinate systems are then Xi = x- uht, yr = y, Zr = z. The form of the trajectory relative to the ZiyiZi-axes fixed in the airplane is roughly that of the curve on the right in Figure 46-1. If the functions defining the trajectory on the left are z(0, v(0, *(0 (0 t L) then the corresponding functions for the second trajectory are (46-1) Xr(t) = x(t) - Uht, 7/1(0 = Z/(0, 21(0 = 2(0 (0 t tj. The important characteristics of the trajectory are the dis¬ tance r and the angle shown in the figure, and the time of flight All of these are determined by the functions (46-1) defining the trajectory, with the help of the formula tan r = r/OoOi = r/h in which h is the altitude OgOi of the airplane above the surface of the earth. A ballistic table could be computed which would list
100 BOMBING FROM AIRPLANES [Сн. VI г, or any combination of them against values of the velocity uh and the altitude h. The trajectory described above relative to the airplane could also be computed directly from the equations (32-4) of a trajectory disturbed by an opposing wind of velocity uh. The first two of equations (32-4) for a trajectory disturbed by a constant opposing wind uh, but subject to no other disturbing forces, have the form x[ = - HCy^GU)^ + uh)/C, Vi = ~ H(yi)G(u)y[/C - g, with u2 = (x[ + uh)2 + y? and with the initial conditions £i(0) = ?/i(0) = zJ(O) = 2/1(0) = 0. The trajectory cannot safely be calculated by applying a differen¬ tial wind correction to the special trajectory which lies entirely in a vertical straight line, as might be suggested. The opposing wind w(y) = “ uh due to the motion of the airplane is too strong to be accounted for by a differential correction. For a plane moving 300 miles per hour, for example, the head wind would be about 134 meters per second, which would be a very strong wind. The opposing wind of velocity uh mentioned above is a wind relative to the airplane due to the motion of the airplane through the air. If the air is in motion relative to the surface of the earth, that is, if a wind in the usual sense is blowing, the first trajectory shown in Figure 46-1 would be the trajectory as it would look from a set of axes moving with the air, and the second trajectory would still be the locus of the dropped bomb as viewed from the airplane. The sum of the velocity vector uh of the plane relative to the air and the velocity vector w of the wind relative to the ground is the velocity vector for the motion of the plane relative to the ground which will be denoted by vg. We have then the vec¬ tor equation (46-2) vg = uh + w, 47. Conditions for hitting when the flight is horizontal. For the determination of the so-called conditions for hitting we sup¬
§ 47] CONDITIONS FOR HITTING 101 pose that the airplane is at 0 in Figure 47-1 and that the vectors OA, OB, and AB are, respectively, air speed, ground speed, and wind. The point Oo in the figure is the point on the ground ver¬ tically below the point 0, and is again the point of fall of the T Figure 47*1 bomb whose trajectory relative to the airplane is the curved line in the figure. A first problem is to determine the relative position To which the target T must have on the ground at the instant t = 0 when the bomb is dropped in order that the bomb and tar¬ get may arrive simultaneously at Q at the moment t = ta. It is easy to see that if the wind vector w is the same in magnitude and direction at all altitudes the point of fall Q will lie in the verti¬ cal plane through the velocity vector uh, and the angles <p and 1Д in the figure will be equal. We shall suppose this to be the case unless otherwise expressly stated. The velocity vector of the target T relative to the point О is the negative of the velocity vector vg of the airplane relative to the ground, if the target is fixed on the ground, or it is the sum of — vg and the velocity vector V of the target relative to the ground if the target is moving. In either case we may use qx and qz, respectively, to represent the projections on the axes OgC and OgE of the motion of T during the time of flight 1Ш. It is then easy to see from Figure 47 • 1 that the conditions for hitting can be writ¬ ten in the form (47-1) qx = COg - r cos <p, qz = T0D = - CT0 + r sin <p
102 BOMBING FROM AIRPLANES ССн. VI in which COg, T0D, and CT0 are supposed to be directed segments relative to the axes OgC and OgE. If these equations are divided by the altitude h = OgO of the airplane and the segment OC} respectively, they may be expressed after simple manipulations in the form (47-2) tan fa = tan /3' — tan r cos <p, tan y0 = tan y' + tan т sin <p cos /?0, in which ft and y0 are angles shown in the figure, and ft and y' are defined by the equations (47-3) tan ft = — qx/h, tan y' = — qz/OC. The equations (47-2), which are equivalent to (47*1), are called the “conditions for hitting.” * They are expressed in terms of angles ft, yo, /3', y', r, <p, all of which are measurable or determinable at the airplane. In the following section a form of the equations for hitting different from (47-2), but still quite equivalent to (47-1), will be used. As has been seen above the air speed uh and the altitude h determine the bomb trajectory, and therefore also the angle r and the time of flight of the bomb; the wind vector w with the vec¬ tor uh determines the angle 1Д = <?; and these with the velocity V of the target relative to the ground determine the angular coordi¬ nates ft, yo of the point To. The problem of hitting a target T with a bomb dropped from the airplane at О will be solved if the air speed vector uh can be determined so that for a plane flown with this constant air velocity the target T will pass through the point To. A bomb dropped at the instant when T is at To will then hit the target T at £2. The problem of determining To and the direction uh so as to secure a hit would be clumsy to solve analytically without the use of mechanical aids of one form or another. Such an analytical solution would require the trial of a number of courses in order to arrive by successive approximations at a sufficiently accurate one, and it would consequently be undesirably slow in practice. In the * See Hayes, Elements of ordnance, p. 501, equations (7); or in the reprint of Chapter X, Exterior ballistics, p. 87. The sign of ?' in these references is the opposite of that in the text above.
§48] THE GROUND SPEED VECTOR 103 following sections, however, a solution by means of a linkage is shown which is mechanical in character and has a relatively sim¬ ple geometrical justification. Whether or not the linkage would be practical to construct is a question. 48. Determination of the ground speed vector. The aviator has instruments which determine (1) a horizontal plane OAB in the floor of the airplane, as shown in Figure 48-1, (2) the mag¬ nitude of the air speed vector uh and its direction relative to the points of the compass, and (3) the altitude h of the plane above the ground. Figure 48-1 is drawn so that the reader is looking ver¬ tically downward on the plane OAB. The air speed vector uk is in the fore-and-aft axis of the airplane and its compass direction is the so-called course of the airplane. The plane OAB is cut along the circumference of the circle with center at О so that the in¬ terior of the circle with its scale may revolve relative to the ex¬ terior, and in particular relative to the outer part of the vector uh. A telescope can be mounted at О so that its axis revolves about a line Oz fixed to the interior of the circle. The telescope has two cross-hairs in its field of vision, one parallel to Oz, and one per¬ pendicular to Oz and the axis of the telescope. In the absence of better designation these may be called the range and deflection cross-hairs, respectively. The telescope may be started with its longitudinal axis in the vertical plane of the axis О A of the airplane, and it may then be rotated with its circular table about the vertical axis of the table
104 BOMBING FROM AIRPLANES [Си. VI until the images on the deflection cross-hair of objects fixed on the ground remain on the deflection cross-hair as the plane pro¬ ceeds.* The direction of the axis of the telescope when horizontal is then evidently the direction of the ground speed vector vg. The magnitude of the ground speed vector may be found by remark made in a preceding the wind vector w is the san directing the telescope vertically downward and following during a time t an object fixed on the ground starting at Og. Then (48 -1) | vg | = (Л/t) tan a, as shown in Figure 48 • 2. The determination of the vec¬ tors uh and vg determines also the wind vector w shown in Figure 48-1, by means of equation (46-2). In accordance with a paragraph we are supposing that Le at all altitudes unless otherwise expressly stated. When the constant wind vector w and the constant magnitude | uh | of the air speed vector are once deter¬ mined the ground speed vg is uniquely determined in direction and magnitude for each course of the airplane, that is, for each direction of uh. The relationship between these three vectors is always that of equation (46-2), as shown graphically in Figure 48-1. A linkage consisting of the air speed vector О A = uh hinged at A with the constant wind vector w will have OB always equal to the ground speed vector vg no matter how the direction of the course OA is altered. 49. A linkage for solving mechanically the problem of hitting. Let us consider first the somewhat simpler case when the target T is fixed on the ground. The motion qz of T in the direction of the axis OgE in Figure 47-1 or 49-1 during the flight of the bomb is then zero, and from the second of the conditions (47-1) for hitting it is evident that the point To must lie on the line 2D. Further¬ more the velocity relative to the airplane of each point fixed on the * For a moving target the telescope should be directed at the target itself, as indicated below.
§49] LINKAGE FOR SOLVING PROBLEM OF HITTING 105 ground is in the direction COg and has the magnitude of vg, so that the motion of the target in the direction COg during the flight of the bomb is qx = — | vg |. Hence in order to score a hit on the target T the course of the airplane must be so chosen that T lies on the line QD. If this has been effected, and if the course is then fixed, the target T will pass through To and a bomb dropped at the instant this happens will hit the target. The position of To is determined in Figure 47*1 by the angles ft, To, which can be measured at the airplane by means of a tele¬ scope properly mounted at 0. It will be more convenient for the method here presented for the case of a fixed target, to determine To by means of the angles and To shown in Figure 49-1. By dividing by OE the first equation (47 • 1) the value of tan 0O is found after a simple computation to be (49 • 1) tan = tan ft cos y0 where y0 is the angle indicated in Figure 49 • 1 and ft is determined by the first equation (47-2), with tan (У defined by the first equa¬ tion (47-3), and with qx = — It is now possible to show that by means of a linkage the position of the plane OED and of To in that plane can be determined auto¬
106 BOMBING FROM AIRPLANES [Сн. VI matically once the course uh is given. The character and use of the linkage will be explained first, and the justification of its properties will follow. In Figure 49 • 2 the airplane is supposed to be at 0, the line UP is in the direction of the course, the segments PQ and US are vertical and of unit length, and QR is a vector of constant length parallel to the wind vector w and therefore to be kept fixed in direc¬ tion relative to the points of the compass. This could be done manually or possibly by means of a gyroscopic attachment. There are universal joints between SO and OR at 0, and between OR and RQ at R, and the one at R is such that R can slide freely along the line OR. The linkage ORQ then moves freely as QR rotates at right angles to its axis PQ. The segments to be fixed in length in the figure are as follows: (49-2) UO = tan r, OP = tu\uh \/h — tan r, QR = tjw/h. A telescope mounted at 0 is free to rotate about an axis through 0 perpendicular to the plane ORS. In the field of the telescope are cross-hairs parallel to the axis of rotation, and perpendicular to the axis of rotation and the axis of the telescope. For want of better names these may again be called the range and deflection cross¬ hairs, respectively. In the following paragraphs it will be shown that the plane OED of Figure 49 • 1 is the plane ORS of Figure 49 • 2, and that the direc¬ tion of OTq in the former figure is the direction OR of the latter. Suppose, then, that the direction of the course of the airplane is manipulated until the image of the target T lies on the deflection cross-hair in the telescope and that the course is then kept fixed.
§49] LINKAGE FOR SOLVING PROBLEM OF HITTING 107 Since the target T approaches О in the plane OED of Figure 49-1, or in ORS of Figure 49 • 2, it follows that with the course so fixed the image of the target T can be kept on the intersection of the range and deflection cross-hairs in the field of the telescope by rotating the telescope about its axis perpendicular to the plane ORS. Hence a bomb dropped at the instant the telescope has the direction OR of Figure 49 • 2 will hit the target, since this is also the direction OTQ of Figure 49-1. The proof that the linkage in Figure 49-2 has the properties described above is not difficult. Figure 49-3 is obtained from the preceding figure by drawing the dotted lines indicated, with OW vertical and WV perpendicular to SR. The triangle QSR is similar to the triangle AOB of Figure 48-1 and in particular the angle JFSF is \[/. The ratio of similarity of the triangles is tjh^ according to the equations (49-2), so that from Figures 49-3 and (49-1) we find SQ =4,| uh |/Л, WV = tan т sin SV = tan т cos ф, SR = tu\vg\/h, VO = + tan2 т sin2 VR = t^Vg \/h — tan т cos tan WOV = tan т sin ip = tan 70,
108 BOMBING FROM AIRPLANES ССн. VI The last two formulas substantiate the statements made above about the identity of the planes SOR in Figure 49-2 and OED of Figure 49-1, and of OR with OT0. In order to hit a target which is moving with uniform velocity in a straight line on the ground some slight modifications in the procedures described above are necessary. If the velocity vector of the target relative to the ground is V the motion of the airplane relative to the target is the sum vT = uh + w — V of the velocity vectors of the airplane relative to the air, of the air relative to the ground, and of the ground relative to the target. This is the same as the velocity vg would be for a fixed target and a wind w — V. It may be computed by the method described in Section 48 with suitable modifications. For the determination of | vT | the object viewed in the telescope should be the target T itself. The magnitude of the vector vT can then be found from two observa¬ tions of the target and the formula | vT | = (Л tan ai — h tan a2)/— £i), analogous to formula (48-1), which can be easily deduced with the help of Figure 49-4. The rest of the procedure for a moving target is that described above. In the preceding paragraphs it has been assumed that the tra-
§49] LINKAGE FOR SOLVING PROBLEM OK HITTING 109 jectory is a standard one, that is, that the wind is constant in velocity and direction at all altitudes, and that no other irregulari¬ ties such as variations from normal in the density of the air are present. In this simplified case the angles <p and ф of Figure 47*1 are equal, as explained above. To account for irregularities such as have just been mentioned a theory of differential corrections would be necessary which would specify corrections which should be made to the angles fa and To determining the position of ~TQ in Figure 49-1. The accumulation of data on which to base calcul¬ ations of such corrections seems, however, a serious problem.
по TABLES FOR COMPUTATION Table I.* Values of Logio G(y) Tabu- №/100 0 1 2 3 4 5 G 7 8 9 о 7-2-395 3871 4732 5336 5804 6186 6507 6783 7017 IO 7-7144 7440 7619 7781 7934 8074 8205 8328 8443 8551 20 7.8655 8753 8846 8935 9020 9101 9179 92-54 9316 9395 30 7.9461 952-7 9589 9649 9708 9765 9820 9874 9916 9976 40 8.00x5 0073 0119 0165 0209 0153 02-95 0336 0376 0415 50 8-0453 0491 052-9 0565 0601 0636 0670 0703 0736 0768 60 8.0800 0831 08 6z 0892 0921 0950 0978 1006 1034 1062 70 8.1089 1116 1142 1167 1192 1217 1141 1265 1289 1312 80 8.1336 1359 1382 1404 1426 1448 1469 1490 2521 2532. 90 81551 1572. 1592 1612 1632 1651 1670 1689 1708 172-7 100 8.1745 1763 1780 1796 1815 1833 1850 1867 1884 1901 no 8.1917 1934 1950 1966 1982 1998 2013 2029 2-044 2059 120 8.X074 1089 2103 2118 2132 1x47 2161 2-275 2189 2203 130 8.ХХ17 2x31 2-2-44 2258 2271 2284 2-2-97 2310 2-32-3 2336 140 8-1349 2361 2-373 2386 1398 2410 2422 2435 2447 2-459 150 8.1471 2483 2-494 2506 1517 2-52-9 2-540 2-552- 1563 2-575 160 8.1586 2-597 2607 2618 2629 2640 2650 2661 2672 2683 170 8.2693 2-703 2-713 2-72-3 2-733 2-744 2-754 2764 2-774 2-784 180 8-1794 2804 2813 2823 2-833 1843 2852 2862 2872 2882 190 8.Х891 2900 2909 2918 2-92-7 1937 1946 2-955 2964 2-973 ZOO 8.Z98X 2991 3000 3009 3017 3026 3035 3044 3052 3061 ZIO 8.3070 3079 3087 3096 3104 3112 3120 312-9 3237 3146 220 8-3154 3162 3170 3178 3186 3294 3202 3210 3218 3226 2.30 8-3134 3242 32-50 32-58 3265 32-73 3281 3189 3196 3304 240 8-334 332-0 332-7 3335 3342- 3350 3358 3366 3373 3381 150 8.3388 3396 3403 3410 34J7 342-5 3431 3439 3446 3454 260 8.3461 3468 3475 3482. 3489 3496 3503 3510 35z7 352-4 170 8.3531 3538 3545 3552. 3559 3566 3573 3580 3587 3594 2.80 8.3601 3608 3614 3621 3628 3635 3641 3648 3655 3662 290 8.3668 3675 3681 3688 3695 3701 37o8 3715 3711 372-9 300 8-3735 3742- 3748 3755 3761 3768 3774 3781 3787 3794 310 8.3800 3807 3813 3820 3816 3831 3838 3845 3851 3858 32.0 8.3864 3871 3877 3884 3890 3896 3901 3909 39z5 З92-2. 330 8.39x8 3934 3940 3946 3951 3959 39б5 3971 3977 3983 340 8-3989 3995 4001 4008 4014 4020 4026 4033 4039 4045 350 8.4051 4057 4063 4070 4076 4082 4088 4095 4101 4207 360 8.4113 4119 4115 4131 4137 4244 4250 4156 4162 4168 370 8-4174 4180 4186 4192 4198 42-04 4210 4216 4222 4228 380 8-4134 4240 4146 42-52- 4158 4164 42-70 4176 4282 4288 39° 8-4194 4300 4306 4312 4318 4314 4330 4336 4342- 4348 * Tables 1, II, III have been published in Jackson’s monograph, No. 8 of the Bibliography, and
TABLES FOR COMPUTATION 111 LATED AGAINST f2/100 IN METERS ^/100 0 1 2 3 4 5 6 7 8 9 400 8-4354 4360 4366 4372- 4378 4385 4391 4397 4403 4409 410 8-44I5 4411 442-7 4433 4439 4445 445° 4456 4461 4468 42.0 8-4474 4480 4486 4492- 4498 4504 4510 4516 4511 4518 43° 8-4534 4540 4546 4552- 4558 4564 457° 4576 4581 . 4588 44° 8-4594 4600 4606 46IX 4618 4614 4630 4636 4641 4648 45° 8.4654 4660 4666 4673 4679 4685 4691 4698 4704 4710 460 8.4716 472.x 4718 4734 4740 4746 475г 4758 4764 4770 470 8.4776 4781 4788 4794 4800 4806 48IX 4818 4814 4830 480 8.4836 4841 4848 4855 4861 4867 4873 4880 4886 4892- 490 8.4898 4904 4910 4916 492-2- 49x9 4935 4941 4947 4953 500 8-4959 4965 4971 4978 4984 4990 4996 5003 5009 5015 510 8.502.1 5018 5°34 5040 5046 5053 5°59 5065 5°7i 5078 52.0 8.5084 5091 5°97 5103 5109 5116 51ХХ 51x8 5B4 5141 530 8.5147 5*54 5160 5167 5T73 5*79 5185 519Х 5198 52-05 540 8.52.11 5x18 52-2-4 52-31 547 52-43 52-49 5x56 5x6x 52-69 550 8.5175 5x8x 5x88 52-95 5301 5308 534 532-1 532-7 5334 560 8.5340 5347 5353 5360 5366 5373 5379 5386 5392- 5399 570 8.5405 541X 5418 542-5 5432- 5439 5445 5452- 5459 5466 580 8.5471 5479 5485 5492- 5499 5506 5512- 55*9 5516 5533 590 8-5539 5546 5553 5560 5566 5573 558o 5587 5593 5600 600 8.5607 56l4 56x1 56x8 5635 564X 5648 5655 5 66x 5669 610 8.5676 5683 5690 5697 5704 5711 57V 572-4 5731 5738 62.0 8.5745 5751 5759 5766 5773 578i 5788 5795 580X 5809 630 8.5816 5813 583o 5837 5844 585x 5859 5866 5873 5880 640 8.5887 5894 5901 5909 5916 592-3 5930 5938 5945 59S2- 650 8-5959 5966 5973 5981 5988 5995 6oox 6010 6017 60x4 660 8.6031 6039 6046 6054 6061 6068 6075 6083 6090 6098 670 8.6105 6113 61x0 61x8 6135 6143 6150 6158 6165 6173 680 8.6180 6188 6195 6x03 6x10 6x18 6XX5 6133 6x40 6x48 690 8.6155 6x63 6x70 6x78 6x86 6x94 6301 6309 6317 6315 700 8.6331 6340 6347 6355 6363 6371 6378 6386 6394 64OX 710 8.6409 6417 6415 6433 6441 6449 6456 6464 6471 6480 72.0 8.6488 6496 6504 65IX 65x0 65x8 6536 6544 6551 6560 730 8.6568 6576 6584 6591 6600 6608 6616 66x4 663X 6640 74° 8.6648 6656 6664 667X 6680 6689 6697 6705 6713 67x1 75° 8.672.9 6737 6745 6754 676X 6770 6778 6787 6795 6803 760 8.6811 68x0 6818 6837 6845 6853 6861 6870 6878 6887 770 8.6895 6904 69IX 69x1 69x9 6938 6946 ё955 6963 697X 780 8.6980 6989 6997 7006 7014 7013 7031 7°4° 7048 7057 790 8.7065 7074 708X 7091 7099 7108 7117 71x6 744 7143 in Exterior ballistic tables, No. 14. In the latter reference Table III lias been altered somewhat.
112 TABLES FOR COMPUTATION Table I. Values of Logio G(t>) Tabulated 0 1 2 3 4 5 6 7 8 9 800 8.7151 7160 7168 7I77 7186 7195 72-03 7111 7111 72-30 810 8.7138 72-47 7156 72-65 72.74 72-83 72-92- 7301 7310 73J9 8zo 8.7318 7337 7346 7354 7363 7372- 7381 7390 7398 7407 830 8.7416 742-5 7434 7443 7452- 7461 7470 7479 7488 7497 840 8.7506 75*5 752-4 7533 7542- 7553- 7561 7570 7579 7588 850 8-7597 7606 7615 7614 7633 7643 7651 7661 7670 7679 860 8.7688 7698 7707 7716 772-5 7735 7744 7753 7761 7772. 870 8.7781 779° 7799 7809 7818 782-7 7836 7846 7855 7864 880 8.7873 7883 7892- 7901 79ц 792-0 7919 7939 7948 7958 890 8.7967 7977 7986 7996 8005 8014 8013 8033 8041 8051 900 8.8061 8071 8080 8090 8099 8108 8117 8117 8136 8146 910 8.8155 8165 8174 8184 8193 8103 8113 8113 8131 8141 92.0 8.82.51 8161 8170 8180 8189 82-99 8308 8318 832-7 8337 930 8.8346 8356 8365 8375 8384 8394 8404 8413 842-3 8433 940 8.8442. 8451 8461 8471 8480 8490 8500 8510 8519 852-9 950 8.8538 8548 8557 8567 8576 8586 8595 8605 8614 8614 960 8.8633 8643 8651 8661 8671 8681 8690 8700 8709 8719 970 8.872.8 8738 8747 8757 8766 8776 8785 8795 8804 8814 980 8.8813 8833 8841 8851 8861 8871 8881 8891 8900 8910 99° 8.8919 8919 8938 8948 8957 8967 8976 8986 8995 9005 1000 8.9014 9014 9°33 9041 9051 9061 9070 9079 9088 9098 1010 8.9107 9117 9116 9П5 9144 9T54 9163 9171 9181 9x91 102.0 8.9100 9110 9119 9118 9^37 92-47 9156 9165 92-74 92-84 1030 8.9193 9301 9311 932-1 9330 9339 9348 9358 9367 9376 1040 8.9385 9394 9403 9411 942-1 9431 9440 9449 9458 9467 1050 8.9476 9485 9494 9503 9511 952-1 9530 9539 9548 9557 1060 8.9566 9575 9584 9593 9601 9610 9619 9618 9636 9645 1070 8.9654 9663 9671 9680 9689 9698 9706 9715 972-4 9733 1080 8.9741 975° 9758 9767 9775 9784 9792- 9801 9809 9818 1090 8.9816 9835 9843 9851 9860 9868 9876 9885 9893 9901 1100 8.9910 9919 992-7 9936 9944 9952- 9960 9969 9977 9986 1110 8.9994 *0001 *0010 *0018 *0016 *0035 *0043 *0051 *0059 *0067 112.0 9.0075 0083 0091 0099 0106 0114 Olli 0119 0137 0145 1130 9.0153 0161 0169 0177 0185 0193 0100 0108 0116 0114 1140 9.0131 0140 02.47 02.55 0161 0170 0178 0186 02-93 0301 1150 9.0308 0316 032-3 0331 0338 0345 0352- 0360 0367 0375 1160 9.0381 0389 0396 0404 0411 0418 042-5 04ЗЗ 0440 0447 1170 9.0454 0461 0468 0475 0481 0489 0496 0503 0510 0517 1180 9.0514 0531 0538 0545 0551 0559 0566 0573 0580 0587 1190 9.0594 0601 0607 0614 0611 0618 0634 0641 0648 0655
TABLES FOR COMPUTATION 113 against w2/100 in Meters (Continued.) «4/100 0 1 2 3 4 5 6 7 8 9 12.00 9.0661 0668 0674 0681 0687 0694 0701 0708 0714 • 07x1 12.10 9.07x7 0734 0740 0747 0753 0759 0765 0772- 0778 0785 12.2.0 9.0791 0797 0803 0809 0815 o8xx 08x8 0834 0840 0846 I2.3O 9.085X 0858 0864 0870 0876 o88x 0888 0894 0900 0906 I2.4O 9.091Х 0918 0924 093° 0936 094X 0948 0954 0960 0966 I2.5O 9-0972- 0978 0983 0989 0994 1000 1006 IOIX 1017 10x3 I2.6O 9.10x8 1034 1039 1045 1050 1056 1061 1067 107Х 1078 I2.7O 9.1083 1089 1094 1100 1105 1110 224 IIXI 11x6 113Х I2.8o 9-IX37 114Х 1147 2153 1158 1163 1168 1274 1179 1184 I2.9O 9.1189 1194 1199 1x04 1x09 22-4 IXXO IXX5 1x30 22-35 1300 9.1x40 1x45 1x50 245 1x60 1x65 1x69 22-74 22-79 IX84 1310 9.1x89 1x94 22-99 1304 1308 2323 1318 234 13x7 2ЗЗ2- 132.0 9-I337 2342- 1346 2352 1356 1361 1365 1370 1375 I380 1330 9-x384 1389 493 1398 140Х 1407 141Х 1427 14x1 14x6 1340 9.1430 1435 M39 2444 2448 245X 1456 1461 1465 1470 1350 9-474 1479 1483 1487 2492 1496 1500 2504 1508 1523 1360 9-I5I7 42-1 254 1530 2534 1538 1542. 2547 2552 2555 1370 9-459 463 1567 1571 2575 1579 1583 2587 2592 2595 1380 9-499 1603 1607 1611 1615 1619 16x3 16x7 1631 1635 1390 9.1639 1643 1647 165 г 2655 1659 i66x 1666 1670 1674 1400 9.1678 i68x 1685 1689 1693 1697 1700 1704 1708 1711 1410 9.174 1719 i7xx 17x6 1730 1734 1737 1742 2745 1749 142.0 9.175X 1756 2759 1763 1766 1770 1774 1778 1781 1785 1430 9.1788 179X 2795 x799 180Х 1805 1808 181Х 1815 1819 1440 9.18XX 18x6 18x9 1833 1836 1840 1843 1847 1850 1854 1450 9.1857 1861 1864 1867 1870 1874 1877 1880 1883 1887 1460 9.1890 1893 1896 1900 2903 1906 1909 2923 1916 2929 1470 9.19ХХ 1915 19x8 2931 2934 1938 1941 1944 2947 2950 1480 9-453 1956 1959 196Х 1965 1969 197Х 2975 1978 1981 1490 9.1984 1987 2990 2993 1996 1999 xoox X005 X008 XOII 1500 9.Х014 Х017 xoxo XOX3 хохб XOX9 X03X 2-035 X038 Х041 1510 9.X044 2-047 X050 2-053 2-055 X058 Х061 X064 X066 X069 15x0 9.X07X 2-075 X078 Х081 X083 X086 X089 X09X X094 . 2.097 1530 9.XI00 Х103 хюб Х109 XIII Х114 Х117 XIXO XIXX XIX5 1540 9.XIX8 Х131 2-233 Х136 2-239 Х14Х 2-244 2-147 Х150 2-153 1550 9-2-45 Х158 Х160 Х163 Х166 Х169 Х171 2-174 2-177 Х180 1560 9.xi8x Х185 Х187 Х190 Х19Х 2-195 Х197 xxoo xxox XX05 1570 9.XX07 XXIO XXIX XXI5 ХХ17 xxxo xxxx XXX5 XXX7 XX30 1580 9.XX3X 2-45 2-47 XX40 XX4X 2-2-45 XX47 XX50 XX5X 12-55 1590 9-2-47 ххбо ххбх XX65 XX67 XX70 12.72. 2-2-75 2-2-77 xx8o
114 TABLES FOR COMPUTATION Table I. Values of Logio G(v) Tabulated t>2/100 0 1 2 3 4 5 6 7 8 9 1600 9.2.2.82. 1185 1187 1189 1191 2-2-94 1196 1199 1301 2-304 1610 9.2.306 1308 1310 1313 1315 1318 1310 1311 2-34 2-32-7 162.0 9.2.32.9 2-331 2-333 2336 1338 2-340 2-342- 445 447 449 1630 9.2.351 2-353 455 2358 1360 1361 2364 1367 469 1371 1640 9-473 2-375 2-377 1380 1381 2384 2386 1389 491 493 1650 2-2-395 2-397 2-399 1401 1404 1406 1408 1411 44 44 1660 9.1417 1419 1411 1413 1415 1418 2-430 1431 434 436 1670 9.2438 2440 2-442- 444 2446 1449 2-451 2-453 455 457 1680 9-2-459 1461 2463 2465 2467 2469 1471 473 475 2-477 1690 9-2-479 1481 2483 2485 2487 2489 1491 493 495 497 1700 9-2-499 1501 2-503 2-505 2507 2509 1511 1513 1515 417 1710 9-2-5 4 1511 1513 2-52-5 2527 2529 1531 433 435 437 172.0 9-2-539 1541 2-543 2-545 2546 2548 2-55° 2-552- 454 456 173° 9.2558 1560 1561 2563 2565 2567 2569 1571 471 474 174° 9.2576 2578 1580 1581 2583 2585 2587 1589 491 493 175° 9-2-595 2-597 2598 1600 1601 1604 1606 1608 1609 1611 1760 9.2613 1615 1617 1619 1610 1611 1614 1616 1617 1619 1770 9.2631 2633 2634 1636 1638 1640 1641 2643 2645 1647 1780 9.2.648 1650 1651 2653 2655 2657 1658 1660 2662 1664 1790 9.2.665 1667 1668 1670 1671 2674 2675 2677 2679 1681 1800 9.1681 1684 1685 1687 1689 1691 1691 2694 2695 1697 1810 9.1699 1701 1701 2-704 2-705 2-707 1708 1710 1711 2-74 182.0 9-44 1717 1718 1710 1711 2-72-3 2-72-5 2-72-7 1718 2-73° 1830 9.1731 2-732- 2-734 1736 2-737 2-739 1741 2-743 2-744 1746 1840 9-2-747 2-749 2-75° 2-752- 2-753 455 2-757 1758 1760 1761 1850 9.1763 1765 1766 1768 2769 1771 2-773 2-774 2776 2-777 i860 9-2-779 1781 1781 2-784 2785 2787 1788 2-79° 2791 2-793 1870 9-2-794 1796 2-797 2-799 1800 1801 1803 1805 1806 1808 1880 9.1809 18 io 1811 1813 1815 1816 1818 1819 1811 1811 1890 9.1814 1815 1816 1818 1819 1831 1831 2834 2835 1837 1900 9.1838 2839 1841 1841 2844 2845 2847 1848 1850 1851 1910 9.2853 2854 2855 1857 2858 i860 1861 1863 1864 1866 192.0 9.1867 2868 1870 1871 2873 2874 2875 2877 1878 1880 1930 9.1881 2882 1884 1885 2887 2888 1889 1891 1891 2894 1940 9.2895 1896 1898 2899 1900 1901 2-903 2-904 1906 2907 1950 9.2909 1910 1911 2913 1914 1915 1917 1918 1919 1911 i960 9.1911 1913 2-92-5 1916 1917 1919 2-930 2-931 2-932- 2-934 1970 9-2-935 2936 2938 2-939 2-940 1941 2-943 2-944 2-945 2-947 1980 9.1948 2949 295 X 2-952- 453 2-955 2956 2-957 2958 i960 1990 9.1961 1961 2964 2965 1966 1968 2969 2-970 297X 2-973 2.000 9-2-974 2-975 2976 2978 2-979 1980 1981 2983 2984 2985
TABLES FOR COMPUTATION 115 against t>2/100 in Meters (Continued) v2/100 00 10 20 30 40 50 60 70 80 90 2.000 9-2-974 2.986 2-999 3011 302-3 3035 3047 3058 3070 308X 2.100 9-3093 3105 3116 31x7 3137 3148 3158 3168 3179 3189 2.2.00 9-3T99 32-09 32-29 3xx8 32-38 3x48 32-58 32-67 32-77 3x86 2.3OO 9-32-95 3304 33*3 33XX 3331 3339 3348 3356 3365 3373 2.4OO 9.3381 3389 3397 3405 3423 342-1 342-9 3436 3444 3452- X5OO 9-3459 3467 3474 3481 3489 3496 3503 3520 3517 354 2.6OO 9-353* 3538 3545 3551 3558 3565 3572- 3578 3585 3592 2.7OO 9-3598 3604 3610 3616 36x3 36x9 3635 3641 3647 3653 2.8OO 9-3^59 3665 3671 3676 368X 3688 3693 3699 3704 3720 2.9OO 9-37*5 372-1 372-6 3731 3737 3742- 3747 3753 3758 3764 3000 9-3769 3774 3779 3783 3788 3793 3799 3804 3809 3814 3100 9.3819 38x3 382.8 3833 3837 3842- 3846 3852 3856 3860 32.00 9.3865 3870 3874 3879 3883 3888 3892- 3897 3901 3906 3300 9-39*0 394 3918 392-2- 392-6 3931 3935 3939 3943 3947 3400 9-395* 3955 3959 3963 3967 3971 3975 3979 3983 3987 3500 9-3991 3995 3999 400X 4006 4010 4°i4 4018 40x1 4°2-5 3600 9.40x9 4033 4036 4040 4043 4047 4052 4054 4058 4061 3700 9.4065 4069 4072- 4076 4079 4083 4086 4090 4093 4097 3800 9.4100 4103 4207 4110 4113 4117 41x0 41x3 41x6 4130 3900 9-4T33 4136 4139 4*43 4146 4149 4*52- 4*55 4*59 416x 4000 9-4165 4168 4272 4*74 4177 4181 4184 4187 4190 4193 4100 9.4196 4199 4XOX 42-05 4x08 4x11 42-14 42-27 4xxo 42-2-3 42.00 9.4XX6 42-2-9 4132. 444 42-37 42-40 443 4246 42-49 42-5I 4300 9-42-54 42-57 4x60 4x6x 4x65 4x68 42-72 42-74 4x76 42-79 4400 9.42.82. 42-85 42-87 42-90 42-93 42-95 42-98 4301 4303 43o6 4500 9-4309 4311 4314 43*7 4319 432-2- 432-4 432-7 433° 4ЗЗ2- 4600 9-4335 4338 434° 4343 4345 4348 435° 4353 4355 4358 4700 9-4360 4363 4365 4368 4370 4373 4375 4378 438о 4383 4800 9-4385 4387 439° 4392- 4395 4397 4400 4402- 4405 4407 4900 9.4410 44IX 4415 44U 4419 442-2- 442-4 442-7 442-9 4432- 5000 9-4434 4436 4439 4441 4443 4446 4448 4452 4453 4455 5100 9.4458 4460 4462- 4465 4467 4469 4472- 4474 4476 4479 52.00 9-448i 4483 4486 4488 449° 4492- 4495 4497 4499 45°2 5300 9.4504 4506 4508 4510 45B 45*5 4517 45’9 452-2- 452-4 5400 9.4516 452-8 453° 4533 4535 4537 4539 4542 4544 4546 5500 9-4548 455° 4552- 4555 4557 4559 4561 4563 4566 4568 5600 9-4570 4572- 4574 4576 4579 458i 4583 4585 4587 4589 5700 9-4591 4594 4596 4598 4600 460X 4604 4607 4609 4611 5800 9-46i3 4615 4617 4619 46x1 462-4 46x6 46x8 463° 463X 5900 9-4634 4636 4638 4640 4642- 4645 4647 4649 4652 4653
116 TABLES FOR COMPUTATION Table I. Values of Logio <?(/) Tabulated against г>2/100 in Meters (Continued) №/100 00 10 20 30 40 50 60 70 80 90 6000 9-4655 4657 4659 4661 4663 4665 4667 4669 4671 4674 6100 9.4676 4678 4680 4682. 4684 4686 4688 4690 4691 4694 6100 9.4696 4698 4700 4702. 4704 4706 4708 4710 4711 474 6300 9.4716 4718 472.0 472.2. 4724 4716 472-8 473° 4732. 4734 6400 9-4736 4738 474° 4742- 4744 - 4746 4748 475° 4752- 4754 6500 9-4756 4758 4760 4761 4764 4766 4768 4770 4772- 4774 6600 9-4776 4778 4780 4781 4784 4786 4788 479° 4792- 4794 6700 9-4796 4797 4799 4801 4803 4805 4807 4809 4811 4813 6800 9.4815 4817 4819 4811 4813 4815 482-7 4819 4831 4833 6900 9-4835 4836 4838 4840 4841 4844 4846 4848 4850 4851 7000 9-4854 4856 4858 4860 4862. 4864 4866 4868 4870 4871 7100 9-4874 4875 4877 4879 4881 4883 4885 4887 4889 4891 72.00 9.4893 4895 4897 4899 4901 4903 4504 4906 4908 4910 7300 9.4912. 4914 4916 4918 492-0 492.2. 492-3 492-5 492-7 4919 7400 9-4931. 4933 4935 4937 4939 4941 4941 4944 4946 4948 7500 9.4950 495г 4954 4956 4958 4960 496i 4963 4965 4967 7600 9.4969 4971 4973 4975 4976 4978 4980 4982. 4984 4986 7700 9.4988 4989 4991 4993 4995 4997 4999 5000 5001 5004 7800 9.5006 5008 5010 5012. 5013 5015 5017 5019 5011 502-3 7900 9.502.5 502.6 502.8 5030 5032. 5°34 5036 5037 5°39 5041 8000 9-5°43 5°45 5°47 5049 5050 5052- 5054 5056 5058 5060 №/100 ООО 100 200 300 400 500 600 700 800 900 8000 9-5°43 5062. 5080 5098 5TI7 5235 5153 5171 5189 52-07 9000 9-52-2-5 52.42. 52-59 52-77 53-94 5312. 532-9 5347 5364 538i IOOOO 9-5399 5416 5433 545° 5467 5484 5501 55i8 5535 5551 11 000 9.5568 5585 5601 5618 5634 5650 5667 5683 5699 5715 12.000 9-5731 5747 5763 5779 5795 5811 582.6 5841 5857 5873 13000 9.5888 59°3 5918 5933 5948 5963 5977 5991 6006 6010 14000 9.6034 6048 6062. 6075 6089 6103 6117 6131 6144 6158 15000 9.6171 6185 6199 6111 62.2.6 62-39 62.5 2. 6165 6178 6191 16000 9-6304 6317 6319 6341 6354 6367 6379 6391 6404 6417 17000 9-642-9 6441 6453 6465 6477 6489 6501 6513 652-5 6537 18OOO 9-6549 6560 6571 6583 6595 6606 6617 6618 6640 6651 19ООО 9.6661 6673 6684 6694 6705 6716 672.7 6737 6748 6758 2.0000 9-6769 6780 6790 6801 6811 6811 6831 6842. 6853 6863 2.1000 9-6873 6883 6893 6903 6913 692-3 6933 6943 6953 6963 11OOO 9-6973 6983 6991 7002. 7011 702.1 7030 7040 7049 7059 2.3OOO 9.7068 7077 7086 7096 7105 7114 712.3 7132- 7x41 7150 2.4OOO 9-7159 7168 7177 7185 7194 72.03 72.12. 72.10 72-19 72-37
TABLES FOR COMPUTATION 117 Table II. Values of Logio H{y) Tabulated against у in Meters У 0 10 20 30 40 50 60 70 80 90 о 00000 99955 99910 99865 998x0 99775 99730 99685 99640 99595 IOO 9955° 99505 99460 994z5 99370 9932-5 99x80 99135 99190 99M5 2.00 99100 99055 99010 98965 989x0 98875 98830 98785 98740 98695 300 98650 98605 98560 98515 98470 984x5 98380 98335 98x90. 98145 400 98x00 98155 98110 98065 980x0 97975 97930 97885 97840 97795 500 97750 97705 97660 97615 97570 975^5 97480 97435 97390 97345 600 97300 972-55 97x10 97165 971x0 97075 9703° 96985 96940 96895 700 96850 96805 96760 96715 96670 966x5 96580 96535 96490 96445 800 96400 96355 96310 96x65 96xxo 96175 96130 96085 96040 95995 900 9595° 95905 95860 95815 95770 95715 95680 95635 95590 95545 1000 95500 95455 95410 95365 953x0 95175 952-30 95185 95140 95°95 IIOO 95050 95005 94960 94870 94815 94780 94735 94690 94645 12.00 94600 94555 94510 94465 944x0 94375 94330 94185 942-40 94195 1300 94150 94105 94060 94015 93970 93915 93880 93835 93790 93745 14OO 93700 93655 93610 93565 935x0 93475 93430 93385 9334° 93195 1500 93x50 93x05 93160 93125 93070 93015 9x980 91935 9x890 91845 16OO 9x800 9^755 9x710 9x665 9x6x0 91575 92-530 91485 9x440 91395 1700 9x350 9x303 9XX60 92-2-15 9x170 9145 9x080 91035 91990 9*945 1800 91900 91855 91810 91765 917x0 91675 91630 91585 91540 9*495 I^OO 91450 91405 91360 91315 91x70 91115 91180 91135 91090 9i°45 2.000 91000 90955 90910 90865 908x0 9°775 90730 90685 90640 9°595 2.100 90550 90505 90460 90415 90370 90315 90x80 90x35 90190 90145 XXOO 90100 90055 90010 89965 899x0 89875 89830 89785 89740 98695 2.3OO 89650 89605 89560 89515 89470 894i5 89380 89335 89x90 89145 2.4OO 89x00 89155 89110 89065 890x0 88975 88930 88885 88840 88795 2.5OO 88750 88705 88660 88615 88570 88515 88480 88435 88390 88345 2.6OO 88300 88155 88x10 88165 881x0 88075 88030 87985 87940 87895 2.7OO 87850 87805 87760 87715 87670 87615 87580 87535 87490 87445 2.8OO 87400 87355 87310 87165 87XX0 87175 8713° 87085 87040 86995 2.9OO 86950 86905 86860 86815 86770 86715 86680 86635 86590 86545 3000 86500 86455 86410 86365 863x0 86175 86x30 86185 86140 86095 3100 86050 86005 85960 859x5 85870 85815 85780 85735 85690 85645 32.00 85600 85555 85510 85465 854x0 85375 8533° 85185 85x40 85195 3300 85150 85105 85060 85015 84970 84915 84880 84835 84790 84745 3400 84700 84655 84610 84565 845x0 84475 8443° 84385 8434° 84195 3500 84x50 84x05 84160 84115 84070 840x5 83980 83935 83890 83845 36ОО 83800 83755 83710 83665 836x0 83575 8353° 83485 83440 83395 3700 83350 83305 83x60 831x5 83170 83115 83080 83035 8x990 81945 38ОО 8x900 81855 8x810 81765 8x7x0 81675 8x630 81585 8x540 81495 39OO 8x450 8x405 8x360 81315 8XX70 8XXX5 8x180 81135 8x090 8x045 Note. The characteristic 9 (—10) is to be supplied throughout, except for у = 0.
118 TABLES FOR COMPUTATION Table II. Values of Logio //(?/) У 0 10 20 30 40 50 60 70 80 90 4000 82.000 81955 81910 81865 8182.0 81775 81730 81685 81640 81595 4100 81550 81505 81460 81415 81370 813x5 81180 81x35- 81190 81145 42.00 81100 81055 81010 80965 8092.0 80875 80830 80785 80740 80695 4300 80650 80605 80560 80515 80470 80415 80380 80335 80190 80145 4400 802.00 80155 80110 80065 8002.0 79975 79930 79885 7984° 79795 4500 79750 79705 79660 79615 79570 7954 7948° 79435 7939° 79345 4600 79300 792-55 792.10 79165 79110 79075 79030 78985 78940 78895 4700 78850 78805 78760 78715 78670 78615 78580 78535 78490 78445 4800 78400 78355 78310 78x65 782.2.0 78175 78130 78085 7804° 77995 4900 77950 77905 77860 77815 77770 7772-5 77680 77635 77590 77545 5000 77500 77455 77410 77365 7732-0 772-75 772-30 77185 77140 77095 5100 77050 77005 76960 76915 76870 76815 76780 76735 76690 76645 52.00 76600 76555 76510 76465 7642.0 76375 7633° 76x85 76140 76195 5300 76150 76105 76060 76015 75970 7592-5 75880 75835 75790 75745 54°o 75700 75655 75610 75565 7552-0 75475 75430 75385 75340 751-95 5500 752.50 75^5 75160 75**5 75070 7502-5 74980 74935 74890 74845 5600 74800 74755 74710 74665 7462.0 74575 7453° 74485 74440 74395 5700 74350 74305 742.60 742-15 74170 74115 74080 74035 73990 73945 5800 73900 73855 73810 73765 7372.0 73675 73630 73585 73540 73495 5900 73450 73405 73360 73315 732-7O 732-2-5 73180 73x35 73090 73°45 бооо 73000 72-955 7x910 72.865 72.82.0 71775 7173° 7x685 71640 71595 6100 72.550 72-505 72.460 74*5 72-370 71315 71180 72-2-35 71190 71145 6100 72.100 72-055 72.010 71965 7192.0 7*875 71830 71785 71740 7i695 6300 71650 71605 71560 7*5*5 71470 71415 71380 71335 71190 7445 6400 712.00 7**55 71110 71065 7102.0 70975 70930 70885 70840 70795 6500 70750 70705 70660 70615 70570 7052.5 70480 70435 70390 70345 6600 70300 702-55 702.10 70165 7012.0 70075 70030 69985 69940 69895 6700 69850 69805 69760 69715 69670 69615 69580 69535 69490 69445 6800 69400 69355 69310 692.65 692.2.0 69175 69130 69085 69040 68995 6900 68950 68905 68860 68815 68770 687x5 68680 68635 68590 68545 7000 68500 68455 68410 68365 68310 68x75 68130 68185 68140 68095 7100 68050 68005 67960 67915 67870 678x5 67780 67735 67690 67645 72.00 67600 67555 67510 67465 67410 67375 67330 67185 67140 67195 7300 67150 67105 67060 67015 66970 66915 66880 66835 66790 66745 7400 66700 66655 66610 66565 66510 66475 66430 66385 66340 66195 Note. The characteristic 9 (—10) is to be supplied throughout, except for у = 0.
TABLES FOR COMPUTATION 119 Tabulated against у in Meters {Continued) У 0 10 20 30 40 50 60 70 80 90 75°° 66x50 662.05 66160 66115 66070 660x5 65980 65935 65890 65845 7600 65800 65755 65710 65665 6562.0 65575 65530 65485 65440 65395 7700 65350 65305 652.60 65115 65170 65125 65080 65035 64990 64945 7800 64900 64855 64810 64765 6472.0 64675 64630 64585 64540 64495 79°° 64450 64405 64360 64315 642.70 64225 64180 64135 64090 64045 8ooo 64000 63955 63910 63865 6382.0 63775 63730 63685 63640 63595 8100 63550 63505 63460 63415 63370 63325 63x80 63235 63190 63145 82.00 63100 63055 63010 62.965 62.92.0 62875 6x830 62785 6x740 6x695 8300 6x650 62.605 62.560 61515 6x470 62425 6x380 62335 6XX90 62145 8400 бххоо 62-155 62.110 6x065 6XOXO 61975 61930 61885 61840 61795 8500 61750 61705 61660 61615 6157O 61525 61480 61435 61390 61345 8600 61300 612-55 612.10 61165 6l 12.0 61075 61030 60985 60940 60895 8700 60850 60805 60760 60715 60670 606x5 60580 60535 60490 60445 8800 60400 60355 60310 602.65 боххо 60175 60130 60085 60040 59995 8900 5995° 59905 59860 59815 59770 597^5 59680 59635 5959° 59545 9000 59500 59455 59410 59365 593X0 59г75 592-30 59285 59140 59°95 9100 59050 59°°5 58960 58915 5887O 588x5 58780 58735 58690 58645 92.00 58600 58555 58510 58465 584XO 48375 5833° 58285 58x40 58195 9300 58150 58105 58060 58015 57970 5792-5 57880 57835 5779° 57745 9400 57700 57655 57610 57565 575iO 57475 57430 57385 57340 57295 9500 572.50 572-05 57160 57115 57070 570x5 56980 56935 56890 56845 9600 56800 56755 56710 56665 566x0 56575 56530 56485 5644° 56395 9700 56350 56305 562.60 56215 56170 561x5 56080 56035 5599° 55945 9800 55900 55855 55810 55765 557x0 55675 5563° 55585 5554° 55495 9900 55450 55405 55360 55325 55x70 552-2-5 55180 55135 55°9° 55°45 10000 55000 54955 54910 54865 548x0 54775 54730 54685 54640 54595 Note. The characteristic 9 (—10) is to be supplied throughout, except for у = 0.
120 TABLES FOR COMPUTATION Table III. Values of d Log G(v)/v dv = G'/vG r2/100 00 20 40 60 80 100 120 140 160 180 00 .03463 223 134 106 *835 *688 *585 • *511 *454 200 .04412 378 352 332 315 303 293 286 281 278 400 .04276 276 277 279 282 285 289 295 300 307 600 .04314 322 329 338 346 355 364 373 382 391 800 .04400 409 416 424 429 434 438 440 440 438 1000 .04434 428 420 410 398 384 370 354 338 322 1200 .04305 289 274 258 244 231 218 206 195 185 1400 .04175 167 158 151 144 137 131 125 120 115 1600 .0J10 106 103 *984 *948 *915 *884 *854 *826 *800 1800 А774 751 729 708 687 668 650 632 616 600 2000 .06585 570 556 542 530 517 506 494 483 473 2200 .05462 453 443 434 425 417 408 400 393 385 2400 .05378 371 364 358 352 345 339 334 328 323 2600 .06317 312 307 302 297 293 288 284 280 276 2800 .06271 268 264 260 256 253 249 246 243 240 3000 .05237 234 231 228 225 222 220 217 214 212 3200 .05209 207 205 202 200 198 196 194 192 190 3400 .06188 186 184 182 180 179 177 175 174 172 3600 .06171 169 168 166 165 163 162 161 159 158 3800 .05157 155 154 153 152 151 149 148 147 146 4000 .05145 144 143 142 141 140 139 138 138 137 4200 .05136 136 135 134 133 132 132 131 130 129 4400 .06128 128 127 126 126 125 124 124 123 122 4600 .O5121 120 120 119 119 118 118 117 116 115 4800 .O5H4 114 113 112 112 111 110 110 109 109 5000 .О5Ю8 108 107 107 106 106 106 105 105 105 5200 .05104 104 104 104 103 103 103 103 102 102 5400 .О5Ю2 102 101 101 101 101 100 100 100 *998 5600 .06996 993 991 989 987 985 983 981 979 977 5800 .06975 973 971 969 967 965 963 961 959 957 6000 .06955 953 951 949 947 946 944 942 940 938 6200 .06937 935 934 932 930 929 927 926 924 922 6400 .06921 919 918 916 915 914 912 911 910 909 6600 .06908 907 906 905 904 903 901 900 899 898 6800 .06897 896 894 893 892 891 890 889 888 887 Note. The expression .04412 means .0000412, and .05774 means .00000774, etc.
TABLES FOR COMPUTATION 121 Tabulated against <100 in Meters <100 00 20 40 60 80 100 120 140 160 180 7000 .06886 884 883 882 881 880 879 878 877 876 7200 .06875 874 873 872 871 870 869 868 867 866 7400 .06865 864 863 862 861 860 859 858 857 856 7600 .06855 854 853 852 851 850 849 848 847 846 7800 .06845 844 844 843 842 841 840 839 838 837 8000 .06836 835 834 833 832 831 830 830 829 828 8200 .06827 826 825 824 823 822 822 821 820 819 8400 .06818 818 817 816 815 814 814 813 812 811 8600 .06810 810 809 808 807 806 805 805 804 803 8800 .06802 801 800 800 799 798 797 796 795 795 9000 .06794 793 792 791 790 790 789 788 787 787 9200 .06786 785 785 784 783 782 782 781 780 780 9400 .06779 778 778 777 776 775 775 774 773 772 9600 .06771 771 770 769 768 768 767 766 766 765 9800 .0.764 763 762 762 761 760 760 759 758 758 <100 ООО 200 400 600 800 1000 1200 1400 1600 1800 10000 .06757 749 742 736 729 723 717 711 705 699 12000 .06693 687 681 675 669 664 658 653 648 642 14000 .06637 632 626 621 617 611 606 601 595 590 16000 .06586 580 575 571 565 560 556 550 545 539 18000 .06534 530 526 521 515 510 506 502 497 492 20000 .06488 483 479 475 470 466 462 458 454 450 22000 .06446 442 438 434 430 425 422 419 417 414 24000 .06411 408 405 402 399 396 393 390 386 383 26000 .0б380 378 375 373 370 368 365 362 360 357 28000 .06354 352 350 347 345 343 341 339 336 334 30000 .0б332 330 328 325 323 321 319 317 315 313 32000 .ОбЗИ 309 307 305 303 301 Note. The expression .0в886 means .000000886, etc.
122 TABLES FOR COMPUTATION Table IV. Coordinates, Velocities, Accelerations for a Trajectory Having v0 = 563 m/s, Oo = 21° 7', C = 2.512 x" = - Ex', y" = - Ey' - g Ex' x’ X t Ey' y' У 50.74 525.2 000.0 0 19.60 202.8 00.0 48.44 512.8 129.7 A 18.48 195.6 49.8 46.25 501.0 256.4 У2 17.42 188.7 97.8 44.15 489.7 380.2 A 16.41 182.0 144.2 42.16 478.9 501.3 1 15.46 175.6 188.9 38.46 458.7 735.7 1И 13.70 163.4 273.6 35.05 440.3 960.3 2 12.10 152.0 352.4 29.09 408.4 1384.6 3 9.37 131.5 494.0 23.95 381.9 1778.9 4 7.12 113.5 616.4 19.45 360.2 2149.9 5 5.27 97.5 721.8 15.56 342.8 2500.7 6 3.78 83.2 812.1 12.39 328.9 2836.5 7 2.65 70.3 888.8 10.01 317.7 3159.4 8 1.83 58.2 953.0 8.33 308.6 3472.5 9 1.27 46.9 1005.6 7.16 300.9 3777.1 10 .86 36.0 1047.0 6.31 294.2 4074.6 11 .55 25.5 1077.8 5.67 288.2 4365.7 12 .30 15.3 1098.2 5.21 282.8 4651.2 13 .10 5.3 1108.5 4.84 277.8 4931.5 14 - .08 - 4.5 1108.9 4.32 268.7 5478.0 16 - .38 - 23.7 1080.6 3.98 260.4 6006.8 18 - .65 - 42.3 1014.6 3.76 252.6 6519.8 20 - .90 - 60.3 911.9 3.63 245.3 7017.6 22 - 1.15 - 77.9 773.6 3.55 238.1 7501.0 24 - 1.42 - 95.0 600.6 3.53 231.0 7970.0 26 - 1.70 - 111.5 394.1 3.54 224.0 8425.0 28 - 2.01 - 127.4 155.1 3.59 216.8 8865.9 30 - 2.36 - 142.8 - 115.2 X' = 219.9 X = 8678.6 T = 29.15 Y' = - 136.3 cot w = - X,/Yt = 1.613
TABLES FOR COMPUTATION 123 Table V. Solutions of the Adjoint Equations for Range Corrections for the Trajectory of Table IV t T A2r 1O~4A2 x< Xs 29.15 .85 0 1.56 1.00 0 1.61 0 28 2 0 1.56 .98 1.1 1.59 1.8 26 4 0 1.56 .94 3.1 1.55 5.0 24 6 10 1.56 .88 4.9 1.51 8.0 22 8 10 1.56 .81 6.6 1.48 11.0 20 10 20 1.56 .72 8.1 1.45 14.0 18 12 30 1.57 .61 9.4 1.41 16.8 16 14 40 1.57 .45 10.5 1.35 19.6 14 16 50 1.58 .24 11.2 1.26 22.2 12 18 70 1.59 - .08 11.4 1.12 24.6 10 20 100 1.61 - .57 10.8 .88 26.6 8 22 140 1.63 - 1.17 9.0 .47 28.0 6 24 210 1.67 - 1.24 6.5 - .03 28.0 4 26 310 1.72 - .62 4.6 - .37 28.0 2 28 460 1.80 - .26 3.7 - .62 27.0 0 30 670 1.91 - .09 3.4 - .78 25.6
BIBLIOGRAPHY This bibliography is a list of books on exterior ballistics to which references have been made in the preceding pages. It is arranged chronologically under the headings indicated. For a more extensive list see p. 467 of the reference 17 below. INTRODUCTORY 1. Adams, General theory of the Lambert conformal conic projection, Depart¬ ment of Commerce, U.S. Coast and Geodetic Survey, Special Publica¬ tion No. 53 (1918). 2. Adams, General theory of poly conic projections, ibid., Special Publication No. 57 (1919). 3. Bliss, Mathematical interpretations of geometrical and physical phenomena, American Mathematical Monthly, XL (1933), 472-480. FOR THE SIACCI THEORY AND EXTENSIONS 4. Alger, Exterior ballistics (1906). 5. Tschappat, Textbook of ordnance and gunnery (1917), especially Chapter IX. 6. Ingalls, Ballistic tables, Artillery Circular M (1917). 7. Hitchcock and Kent, Applications of Siacci’s method to flat trajectories, Ballistics Laboratory Report No. 114 (1938). FOR MODERN THEORIES INCLUDING APPROXIMATE INTEGRATION 8. Jackson, The method of numerical integration in exterior ballistics, War De¬ partment Document No. 984 (1919), Office of The Adjutant General. 9. Bliss, A method of computing differential corrections for a trajectory, Journal of the U.S. Artillery, L (1919), 455-460; corrected version, ibid., LI (1919), 445-449. 10. Bliss, The use of adjoint systems in the problem of differential corrections for trajectories, Journal of the U.S. Artillery, LI (1919), 296-311. 11. Bliss, Differential equations containing arbitrary functions, Transactions of the American Mathematical Society, XXI (1920), 79-92. 12. Bliss, Functions of lines in ballistics, ibid., XXI (1920), 93-106. 13. Bennett, Physical bases of ballistic table computation, War Department Document No. 92 (1920), Office of The Adjutant General. 125
126 BIBLIOGRAPHY 14. Exterior ballistic tables based on numerical integration, vol. I, prepared by the Ordnance Department, U.S. Army (1924), War Department Docu¬ ment No. 1107, Office of The Adjutant General. 15. Moulton, New methods in exterior ballistics (1926). 16. Bush, The differential analyzer, a new machine for solving differential equa¬ tions, Journal of the Franklin Institute, CCXII (1931), 447-488. 17. Bennett, Milne, Bateman, Numerical integration of differential equations, Bulletin of the National Research Council No. 92 (1933). 18. Herrmann, Exterior ballistics (1935). 19. Hayes, Elements of ordnance (1938). (List of references, pp. 467-468.) 20. Exterior ballistics, a reprint of Chapters X and XII of the reference num¬ bered 18 above.
INDEX Adams, 5, 6, 125 Adjoint equations, 68; for trajec¬ tories, 71; approximate solutions of, 75-81 Alger, 23, 24, 27, 28, 33, 125 Altitude interval, 10 Approximate integration, 42; for a trajectory, 47-54; by means of the differential analyzer, 55-62; of the adjoint equations, 75-81 Azimuth, 7 Ballistic air density, 10, 84 Ballistic coefficient, 20, 22 Ballistic wind, 10, 81, 83 Bennett, 24, 25, 125, 126 Bliss, 1, 49, 63, 125 Bonne, 3 Bush, 42, 55, 126 Contour line, 8 Course, 103, 106 Cross wind force, 14 Data for corrections to map range and azimuth, 9 Differential analyzer: for an illus¬ trative equation, 57; for a trajec¬ tory, 59 Differential corrections: for the Siacci theory, 36, 37; in general, 63; for the range, 71, 78; for z-coOrdinate of point of fall, 75; for time of flight, maximum ordinate, angle of fall, 85-87; for variations in the velocity of sound, 88; for sphericity of the earth, 91; for rotation of the earth, 96 Differential equations: for trajectory in a vacuum, 15; for trajectories in air, 17-23; for the Siacci theory, 28, 29; for a disturbed trajectory, 65; for trajectories on a spherical earth, 90; for trajectories on a rotating earth, 95 Drag, 14 Drag function, 18, 22-26; of Mayev- sld, 25, 28 Examples: for the use of Ingalls’ tables, 36; for computation of tra¬ jectories, 54; for differential cor¬ rections, 78, 81, 87, 97 Form factor, 21, 22, 24 Formulas: for Ingalls’ tables, 34; for differentials of functions of lines, 67 Functions of lines, 65; differential of, 66 Fundamental formula, 68; for tra¬ jectories, 71; for range corrections, 72; for other corrections, 85, 86, 87, 91 Gavre Commission, 22, 25 Gisement, 7 Graves, 65 Grid, 6 Gronwall, 78; his method of inte¬ grating adjoint equations, 78-81; 84 Ground speed, 103 Hayes, 20, 98, 102, 126 Herrmann, 126 Hitchcock, 27, 38, 39, 40, 125 Ingalls, 27, 31, 33, 37, 125 Interpolation formulas, 44, 45 127
128 INDEX Jackson, 42, 47, 51, 54, 110, 125 Kent, 27, 38, 39, 40, 125 Lambert, 4 Maps: Bonne projection, 3; Lambert projection, 4; map azimuth and range, 6 Mayevski, 25, 28, 30 Moulton, 21, 42, 44, 49, 52, 89, 93, 126 Normal air density, 21 Notations, 16; for Ingalls’ tables, 33 Quadrant angle of departure, 16, 42 Range table, 11 Siacci, 27; approximations, 28, 29; functions for the Siacci theory, 30; differential corrections, 36, 37 Simpson, 45 Standard trajectory, 22 Tables: for -computation of trajec¬ tories, 50, 53;-for solution of ad¬ joint equations, 77, 80; for logioGGO, 110-116; for logio77(?/), 117-119; for dlog Gty)/v dv = G'/vG, 120-121; for coordinates, velocities, accelerations of a special trajectory, 122; lor a solution of the adjoint equations, 123 Trapezoidal rule, 46 Tschappat, 27, 28, 30, 33, 37, 125 Weighting factor curves: for wind, 81; for air density, 84 Yaw, 14