DocumentCode :
835316
Title :
Gating techniques for maneuvering target tracking in clutter
Author :
Wang, Xuezhi ; Challa, Subhash ; Evans, Rob
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Vic., Australia
Volume :
38
Issue :
3
fYear :
2002
fDate :
7/1/2002 12:00:00 AM
Firstpage :
1087
Lastpage :
1097
Abstract :
Gating techniques for maneuvering target tracking using an IMM-PDA filter are considered in this paper. Existing gating techniques, namely, centralized gating and model based gating are reviewed and new gating techniques, called model probability weighted gating and two-stage model probability weighted gating, are proposed. A benchmark trajectory and a random scenario are considered for performance evaluation of the gating techniques in terms of RMS errors, percentage of track loss and computational load.
Keywords :
filtering theory; probability; radar clutter; radar tracking; target tracking; IMM-PDA filter; RMS errors; benchmark trajectory; centralized gating; clutter; computational load; gating techniques; maneuvering target tracking; model based gating; model probability weighted gating; percentage track loss; performance evaluation; random scenario; two-stage model probability weighted gating; Character generation; Filters; Noise measurement; Performance loss; Personal digital assistants; Signal processing; Size measurement; Target tracking; Trajectory; Volume measurement;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2002.1039426
Filename :
1039426
Link To Document :
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