Subspace projection semi-real-valued MVDR algorithm based on vector sensors array processing

被引:7
作者
Wang, Biao [1 ,2 ]
Chen, Feng [1 ]
Ge, Huilin [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Sch Elect & Informat, Zhenjiang 212003, Jiangsu, Peoples R China
[2] Zhenjiang Key Lab Informat Sensing & Commun Smart, Zhenjiang 212003, Jiangsu, Peoples R China
关键词
DOA; Vector sensors array; SRV-MVDR; Half spectrum search; OF-ARRIVAL ESTIMATION; SPECTRUM; ESPRIT;
D O I
10.1007/s00521-018-3791-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The existing SRV-MVDR (semi-real-valued MVDR) algorithm is only applicable to the pressure sensors array and cannot distinguish between mirror radiation sources and real source (DOA fuzzy), and this paper presents a method of vector sensors array SRV-MVDR based on subspace projection. Compared with the existing SRV-MVDR, only half spectrum search is needed to solve the DOA fuzzy problem. No subsequent discrimination is needed. The data collected by vector sensors array are processed jointly by using the idea of dimensionality reduction so that it satisfies the processing condition of SRV-MVDR method. Theoretical analysis and computer simulation show that this method has robustness. At the same time, it is more suitable for low SNR and small snapshots and has broad prospects in practical engineering.
引用
收藏
页码:173 / 181
页数:9
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