MIMO Radar Nonideal Orthogonal Waveforms Separation via Compressive Sensing

被引:0
|
作者
Wang, Yuchen [1 ]
Hu, Xiaowei [1 ]
Guo, Yiduo [1 ]
Zheng, Guimei [1 ]
机构
[1] Air Force Engn Univ, Air & Missile Def Coll, Xian, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
MIMO radar; Orthogonal Waveforms Separation; Compressive Sensing; SCHEME;
D O I
10.1145/3302425.3302434
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The coupling noise of nonideal orthogonal transmitting waveforms seriously degrades the Multiple-input multiple-output (MIMO) radar imaging quality when using the traditional matched filtering separation method. In this paper, a novel separation method via Compressive Sensing (CS) is proposed, which directly reconstructs the target range images of different transmit waveforms. By using this method, the traditional matched filter banks can be replaced and the mutual interference among nonideal orthogonal waveforms can be effectively suppressed. Moreover, the range resolution can be improved and the sampling account can be reduced. Experiments using polyphase coded signals are performed to demonstrate the validity of the proposed method.
引用
收藏
页数:6
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