Research on Multi-Domain Dimensionality Reduction Joint Adaptive Processing Method for Range Ambiguous Clutter of FDA-Phase-MIMO Space-Based Early Warning Radar

被引:10
|
作者
Zhang, Tianfu [1 ]
Wang, Zhihao [1 ]
Xing, Mengdao [1 ]
Zhang, Shuangxi [2 ]
Wang, Yongliang [1 ,3 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Northwestern Polytech Univ, Sch Elect & Informat, Xian 710072, Peoples R China
[3] Wuhan Radar Acad, Key Res Lab, Wuhan 430019, Peoples R China
基金
中国国家自然科学基金;
关键词
space-based early warning radar (SBEWR); space-time adaptive processing (STAP); frequency diverse array (FDA); range-ambiguous clutter suppression; multi-domain signal processing; TARGET DETECTION; STAP; SUPPRESSION; PERFORMANCE;
D O I
10.3390/rs14215536
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The ground and sea clutter received by space-based early warning radar (SBEWR) has severely range ambiguous characteristics due to its platform location, and the non-stationary factor caused by Earth's rotation makes the received clutter at different range ambiguous positions seriously broaden in the Doppler dimension. The complex clutter suppression performance of SBEWR obtained by traditional method is degraded significantly. To solve this problem and achieve better clutter suppression performance, a novel multi-domain adaptive processing method for clutter suppression is proposed in this paper. The proposed method introduced a range related signal processing domain based on conventional space-time domain by using frequency diverse array phase multiple-input multiple-output (FDA-Phase-MIMO) radar. In addition, a novel multi-domain joint dimensionality reduction structure was designed. The novel multi-domain joint adaptive processing using the proposed dimensionality reduction structure could not only obtain great clutter suppression performance of SBEWR, but also minimize the requirement of the number of selected auxiliary channels. Simulation examples show the effectiveness of the proposed method.
引用
收藏
页数:24
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