DocumentCode :
972040
Title :
Maneuver detection using the radar range rate measurement
Author :
Brown, D.E.
Volume :
40
Issue :
1
fYear :
2004
fDate :
1/1/2004 12:00:00 AM
Firstpage :
330
Lastpage :
336
Abstract :
Tracking maneuvering targets with radar is complicated because radar cannot directly measure target accelerations. We use the range rate measurement to calculate a new statistic that is a surrogate measurement of target acceleration under a constant rate turn model. Its distribution is found via simulation. A threshold test of the statistic turns out to be a reliable detector of a maneuver. A tracker that uses a threshold test of the new statistic of accelerations to detect maneuvers and set. the process noise in a Kalman filter tracker is developed and compared with other, common maneuvering track filters. The new method compares favorably to a two mode interacting multiple model (IMM) and a tracker that switches process noise levels based on the position measurement innovations.
Keywords :
Kalman filters; radar clutter; radar tracking; search radar; target tracking; tracking filters; Kalman filter tracker; constant rate turn model; maneuver detection; maneuvering targets tracking; process noise; radar range rate measurement; surrogate measurement; target acceleration; threshold test; two mode interacting multiple model; two-dimensional Cartesian frame; Acceleration; Accelerometers; Detectors; Radar detection; Radar measurements; Radar tracking; Statistical analysis; Statistical distributions; Target tracking; Testing;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2004.1292169
Filename :
1292169
Link To Document :
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