Radar signal compression using wavelet transforms

被引:0
|
作者
Zhou, Y [1 ]
Li, FP [1 ]
Xu, Y [1 ]
Qin, QQ [1 ]
Li, D [1 ]
机构
[1] Command Automat Engn Dept, Wuhan 430010, Peoples R China
关键词
wavelet transform; soft-threshold; Morphological Fidelity; radar echo signal; de-noising;
D O I
10.1117/12.442930
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Generally, the echo of radar can be regarded as a combination of useful signal and noise. In this paper, an efficient wavelet-based non-linear signal compression scheme is presented, which takes full advantage of the two-dimensional correlation consisted in the radar signal. The whole process begins with a 4-scale QMF decomposition, then thresholding, quantization, zerotree scan and finished with arithmetic coding. Since radar signal usually is corrupted by a great amount of noise, a particular process of de-noising is added to the compression. For typical radar signal, testing results show that when compressed at a ratio of 200, the signal is still good fairly. Further more, a new criterion fit for quality evaluation of radar signal, i.e. Morphological Fidelity, is proposed.
引用
收藏
页码:49 / 54
页数:6
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