Separation of micro-Doppler signals based on time frequency filter and Viterbi algorithm

被引:2
|
作者
Po Li
De-Chun Wang
Lu Wang
机构
[1] Nanjing University of Science and Technology,School of Electronic and Optical Engineering
[2] Nanjing University of Information Science and Technology,Department of Physics
来源
Signal, Image and Video Processing | 2013年 / 7卷
关键词
Micro-Doppler; Time-frequency filter; Viterbi algorithm; Time-frequency analysis;
D O I
暂无
中图分类号
学科分类号
摘要
Micro-Doppler (m-D) effect is potential useful in radar target detection, recognition, and classification. While the m-D signals are always multicomponent, it is important to separate the m-D signals for feature extraction. This paper introduces a separation algorithm based on time-frequency filter (TFF). When the m-D multicomponent signals are always overlapped in TF plane, Viterbi algorithm on time-frequency distribution is used to firstly estimate the instantaneous frequencies, then an automatic TFF is designed to filter and synthesize the interesting m-D signal. Simulation results show that the proposed algorithm can effectively extract the m-D signals even in a relatively high noise environment.
引用
收藏
页码:593 / 605
页数:12
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