GM-PHD filter-based multi-target tracking in the presence of Doppler blind zone
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- 作者：Weihua Wu ; weihuawu1987@163.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Weijian Liu liuvjian@163.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Jing Jiang jiangj36@sina.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Lan GaoAuthor Vitae ; Qiang WeiAuthor Vitae ; Chongyang LiuAuthor Vitae
- 关键词：Multi-target tracking (MTT) ; Gaussian mixture probability hypothesis density (GM-PHD) ; Doppler blind zone (DBZ) ; Minimum detectable velocity (MDV)
- 刊名：Digital Signal Processing
- 出版年：2016
- 出版时间：May 2016
- 年：2016
- 卷：52
- 期：Complete
- 页码：1-12
- 全文大小：3542 K
文摘
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We derive update expressions for the novel GM-PHD filter with the MDV and Doppler.
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We propose an approximate filter with detailed implementation steps.
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The proposed filter has better performance than existing GM-PHD filters.