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