Application of S-Transform Random Consistency in Inverse Synthetic Aperture Imaging Laser Radar Imaging

被引:3
|
作者
Zang, Bo [1 ]
Zhu, Mingzhe [1 ]
Zhou, Xianda [1 ]
Zhong, Lu [1 ]
Tian, Zijiao [1 ]
机构
[1] Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2019年 / 9卷 / 11期
基金
中国国家自然科学基金;
关键词
time-frequency analysis; S-transformation; inverse synthetic aperture imaging laser radar; micro-Doppler; RANSAC; FREQUENCY; SIGNALS; SEPARATION; EXTRACTION; ALGORITHM;
D O I
10.3390/app9112313
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Under the same principle, laser radar could be more sensitive to the micro-Doppler (m-D) effect due to its wave length, as the characteristic of multi-resolution, S transform could reduce the influence of the micro-Doppler component and enhance the imaging effect. This paper presents a method for micro-Doppler feature extraction in Inverse Synthetic Aperture Imaging Laser Radar (ISAIL) imaging. It is accessible and comprehensive, applying Random Sample Consensus (RANSAC) for the separation and reconstruction of micro-Doppler and rigid body signals. Experiments show that the method can effectively remove the micro-Doppler information and obtain a clear target distance-instantaneous Doppler image.
引用
收藏
页数:9
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