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Understanding Automotive Electronics 8th - Appendix F
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Understanding Automotive Electronics 8th Appendix F – GPS Theory
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APPENDIX
GPS THEORY
F
In this appendix, the determination of the vehicle position from satellite pseudorange measurements is
explained first by trilateration then by the far superior method of a Kalman filter. Trilateration as a
method of calculating the position of a point in a three-dimensional Cartesian coordinate system
has existed long before GPS and is not practical for the precision required for GPS navigational ap-
plications. Nevertheless, it is presented here in a highly simplified illustration of position determination
from distance measurements to three or more points of known location.
To illustrate the contrast between trilateration and the Kalman filter approach to vehicle position
estimation, a very simplified geometry is assumed (solely for illustrative purposes). An earth-fixed
(EF) Cartesian coordinate system is chosen in which the z axis passes through the center of the earth
and the origin of the x,y coordinate. The x,y plane is tangent to the earth of an arbitrary point near the
start of the vehicle motion. A simplified solution to vehicle position calculation by the tril ateration
method involves calculations in these coordinate systems. For convenience, the origin of the z axis
is taken as the point of tangency of the lateral coordinate to the earth. The notation for the coordinates
of any point in an ECEF coordinate system is x
E
,y
E
,z
E
. The vehicle position in this EF coordinate sys-
tem is denoted (x
,
y
,
z). The transformation from any point x,y,z in the EF coord inates to ECEF coordi-
nates x
E,
y
E,
z
E
is explained in Appendix E and in general involves a rotation matrix R and a translation
vector. It is also assumed that there are four satellites moving in the same direction at an angle θ
s
to the x
axis at orbital speed in a plane parallel to the x,y plane of the EF coordinate system. This assumption
involves errors in the z coordinate of the satellite that are sufficiently small if the four satellites are
roughly overhead of the vehicle and if the duration of the simplified illustration is sufficiently small.
One of the simplest solutions to the trilateration calculation of vehicle position involves another
coordinate system that is denoted x
s
,y
s
,z
s
in which the x
s
axis passes through the position of satellites
1 and 2 with the origin at satellite 1 position. For computational simplicity, the ECEF coordinate system
x is taken as parallel to x
s
axis. Conversion of vehicle position to any other coordinate system involves a
simple transformation using matrices for rotation and transl ation as explained in Appendix E.
The position of satellite n in the EF coordinate system is denoted x
n
,y
n
,z
n
(n ¼1,2,3,4). Each satellite
transmits its position and the time of transmission t
k
. The discrete time positions of satellite n and the
vehicle at t
k
are denoted:
Satellite n position:
x
n
kðÞ¼x
n
t
k
ðÞ
y
n
kðÞ¼y
n
t
k
ðÞn ¼ 1,2,3,4
z
n
kðÞ¼z
n
t
k
ðÞk ¼ 0,1, 2⋯
(F.1)
677
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