DocumentCode :
1252823
Title :
An efficient decentralized multiradar multitarget tracker for air surveillance
Author :
Zhang, Ying ; Leung, Henry ; Blanchette, Martin ; Lo, Titus ; Litva, John
Author_Institution :
Int. Radar Directory, Huntsville, AL, USA
Volume :
33
Issue :
4
fYear :
1997
Firstpage :
1357
Lastpage :
1363
Abstract :
We present an efficient multiradar multitarget tracking (MTT) algorithm for air surveillance. This tracker uses a multisensor track-to-track correlation method called the sequential minimum normalized distance nearest neighbor (SMNDNN) correlation with the majority decision making MDM/OR logic to solve the multisensor assignment problem. A sequential fuser based on the mean square error criterion is then used to fuse the tracks generated by the trackers. Real-life multiradar data collected from an air surveillance radar network located along the coastline of Canada is used to evaluate the effectiveness of this distributed tracker. Analysis shows that this tracker provides a reliable air surveillance picture.
Keywords :
correlation methods; distributed algorithms; radar tracking; search radar; sensor fusion; surveillance; target tracking; air surveillance; coastline of Canada; decentralized multiradar multitarget tracker; distributed tracker; effectiveness; majority decision making OR logic; mean square error criterion; multisensor assignment; multisensor track-to-track correlation; real-life multiradar data; sequential fuser; sequential minimum normalized distance nearest neighbor correlation; Command and control systems; Decision making; Fuses; Logic; Mean square error methods; Nearest neighbor searches; Neural networks; Radar tracking; State estimation; Surveillance; Target tracking;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/7.625139
Filename :
625139
Link To Document :
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