A DOA Tracking Method Based on Offset Compensation Using Nested Array

被引:12
|
作者
Zhang, Qiting [1 ,2 ]
Li, Jianfeng [1 ,2 ]
Li, Yingying [1 ,2 ]
Li, Ping [1 ,2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 211106, Peoples R China
[2] Minist Ind & Informat Technol, Key Lab Dynam Cognit Syst Electromagnet Spectrum, Beijing, Peoples R China
基金
美国国家科学基金会; 中国博士后科学基金;
关键词
Radar tracking; Direction-of-arrival estimation; Discrete Fourier transforms; Taylor series; Approximation algorithms; Estimation; Covariance matrices; DOA tracking; nested array; Taylor expansion approximation; vectorization; ESTIMATION ALGORITHM; SUBSPACE;
D O I
10.1109/TCSII.2021.3114025
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this brief, DOA tracking using a nested array (NA) is discussed and a modified tracking method is proposed. Discrete Fourier transform (DFT) is firstly used to estimate DOAs at the beginning moment. Thereafter, we realize DOA tracking through compensating offsets of adjacent moments. Offsets can be obtained by total least squares (TLS), which is constructed via first-order Taylor expansion. Meanwhile, the noise component is taken into account to strengthen the robustness to noise influence, whose power can be estimated as a by-product. The proposed method is simple to implement and requires no data association operation with multiple DOAs. Compared with other state-of-art DOA tracking methods, it has much better DOA tracking performance while with medium complexity, which achieves a good compromise between performance and computational complexity. The feasibility of this approach is verified by experimental simulations.
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页码:1917 / 1921
页数:5
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