Title :
Maneuver detection using the radar range rate measurement
fDate :
1/1/2004 12:00:00 AM
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;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2004.1292169