Radar HRRP target recognition using scattering centers fuzzy matching

Yu Wang, Liang Zhang, Suixue Wang, Tong Zhao, Yanhua Wang, Yang Li

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

摘要

Radar target recognition typically uses feature sets derived from high resolution range profile as an input to a classifier. The scattering centers can approximately model the radar optical region target. Therefore, the radar target recognition based on scattering centers of high resolution range profile has drawn more and more interests in recent years and a lot of methods has been proposed. However, conventional methods often use the location and amplitude information of scattering centers separately and can be sensitive to the fake scattering centers and the scattering centers shifts, which influence the performance of recognition. Target recognition based on the scattering centers fuzzy matching have the promise of achieving better performance. In this paper, a method of scattering centers extraction based on the sparse representation theory and target recognition based on the scattering centers fuzzy matching are presented. The experimental result based on the measured data indicates that the proposed method of target recognition can have good performance.

源语言英语
主期刊名2016 CIE International Conference on Radar, RADAR 2016
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781509048281
DOI
出版状态已出版 - 4 10月 2017
活动2016 CIE International Conference on Radar, RADAR 2016 - Guangzhou, 中国
期限: 10 10月 201613 10月 2016

出版系列

姓名2016 CIE International Conference on Radar, RADAR 2016

会议

会议2016 CIE International Conference on Radar, RADAR 2016
国家/地区中国
Guangzhou
时期10/10/1613/10/16

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