KL distance based adaptive particle filter for maneuver target Track-before-detect

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An adaptive particle filter Track-before-detect(PF-TBD) algorithm based on Kullback-Leibler distance for Over-the-horizon radar (OTHR) sea surface dim slow maneuvering target detection and tracking is proposed in this paper. First, echo signal is passed through MTI filter for suppress sea clutter. Then, considering maneuver target can broaden doppler spectrum in each coherent integration time (CIT), subsection of echo signal is integrated and doppler spectrum is obtained after windowing processing. Finally, considering the change of state can influence the number of particles in each doppler bin, KL distance based adpative sampling particles in each doppler bin is proposed and achieves a fast detection and tracking algorithm to solve OTHR sea surface dim slow maneuvering target detection and tracking problem. Simulation results show that proposed algorithm can quickly detect and track target without of lost accuracy of target detection and tracking.

源语言英语
主期刊名Proceedings of the 32nd Chinese Control Conference, CCC 2013
出版商IEEE Computer Society
4741-4746
页数6
ISBN(印刷版)9789881563835
出版状态已出版 - 18 10月 2013
活动32nd Chinese Control Conference, CCC 2013 - Xi'an, 中国
期限: 26 7月 201328 7月 2013

出版系列

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议32nd Chinese Control Conference, CCC 2013
国家/地区中国
Xi'an
时期26/07/1328/07/13

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