Y. Kosuge et al., A CARTESIAN COORDINATE CONVERSION ALGORITHM FOR RADAR TRACKING WITH RANGE RATE MEASUREMENT, Electronics & communications in Japan. Part 1, Communications, 80(4), 1997, pp. 51-61
Using the target location and the target range rare as radar observati
on data, a tracking filter based on the extended Kalman filter is disc
ussed. For this tracking filter, the Cartesian coordinate will be used
, with the north as one axis, the one with the object position vector
as one axis, or the one with the target velocity vector as one axis. H
owever, it has not been reported if the computed variables (estimate v
alues of the motion parameters of the object, such as location and vel
ocity, and the error covariance matrix as the evaluation value of the
estimation error) in a tracking filter using a specific Cartesian coor
dinate can be converted to the parameters in the tracking filter using
another Cartesian coordinate. Because it remains to discover whether
conversion is possible, research still continues to find a Cartesian c
oordinate that has good tracking performance. It is proven here, using
a mathematical induction method in regard to the sampling time, that
no matter which Cartesian coordinate is used in the forementioned trac
king filter, its computational parameters can be converted to those of
the tracking filter using an arbitrary Cartesian coordinate. As a res
ult, comparison and evaluation of the tracking filter performance are
unnecessary when different Cartesian coordinates are used. In addition
, the equations are derived for conversion of the target motion parame
ters, covariance matrix, and gain matrix between these tracking filter
s.