Two-Dimensional DOA Estimation for Planar Array Using a Successive Propagator Method

被引:5
|
作者
Chen, Weiyang [1 ]
Zhang, Xiaofei [1 ]
Jiang, Chi [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 210016, Jiangsu, Peoples R China
关键词
Direction of arrival (DOA) estimation; planar array; propagator method; one-dimensional local spectrum-peak search; MAXIMUM-LIKELIHOOD; ALGORITHM; PERFORMANCE; NUMBER; MUSIC;
D O I
10.1142/S0218126619501615
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the problem of two-dimensional (2D) direction of arrival (DOA) estimation for planar array, and propose a successive propagator method (PM)-based algorithm. The rotational invariance property of the propagator matrix is exploited to obtain the initial angle estimations, while the accurate estimates can be achieved through successive one-dimensional and local spectrum-peak searches. The proposed algorithm can obtain automatically paired 2D-DOA estimations, and it requires no eigenvalue decomposition of the covariance matrix of received data, which remarkably reduces the computational cost compared with traditional 2D-PM algorithm. In addition, the DOA estimation performance of the proposed algorithm is better than estimation of signal parameters via rotational invariance technique (ESPRIT) algorithm and PM algorithm, and is close to 2D-PM algorithm which requires 2D spectrum-peak search. Numerical simulations demonstrate the effectiveness and improvement of the proposed algorithm.
引用
收藏
页数:19
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