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Local Motion Feature Aided Ground Moving Target Tracking With GMTI and HRR Measurements.

Authors :
Lang Hong
Ningzhou Cui
Pronobis, Mark
Scott, Stephen
Source :
IEEE Transactions on Automatic Control. Jan2005, Vol. 50 Issue 1, p127-133. 7p.
Publication Year :
2005

Abstract

Tracking ground moving targets with ground moving target indicator (GMTI) measurements only could face a potential problem of losing tracks or track mingling, if the targets move together within the range of GMTI sensing uncertainty for an extended period of time. We propose a remedy for this problem by using local motion features extracted from high resolution range (RRR) profiles to assist data association. Unlike other HRR features, the new local motion features carry both spatial and temporal information and are ideal for feature aided tracking. A probabilistic logic based tracker is developed for local motion feature aided tracking. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
50
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
16053143
Full Text :
https://doi.org/10.1109/TAC.2004.841119