期刊
IEEE SIGNAL PROCESSING LETTERS
卷 27, 期 -, 页码 585-589出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LSP.2020.2982769
关键词
Covariance matrices; Direction-of-arrival estimation; Signal processing algorithms; Interpolation; Sensor arrays; Estimation; Direction-of-arrival (DOA) estimation; coherent signals; coprime array; interpolated ULA; Toeplitz matrix
资金
- National Natural Science Foundation of China [61701081]
- Sichuan Science and Technology Program [2019YJ0191]
- Fundamental Research Funds for the Central Universities of China [2672018ZYGX2018J003]
In this letter, we devise an efficient approach for estimating the directions-of-arrival (DOAs) of coherent signals using coprime arrays. Specifically, we firstly derive an augmented uniform linear array (ULA) via coprime array interpolation. Subsequently, we define a Toeplitz matrix that is formed using the correlation information of the interpolated ULA theoretical outputs, and recover the Toeplitz matrix by solving a nuclear norm minimization problem. After the low-rank Toeplitz matrix is recovered, the coherent signals are well resolved by the MUSIC algorithm. Simulation results demonstrate the advantages of the proposed approach over various existing methods when dealing with coherent signals.
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