Simplified High-Order DOA and Range Estimation With Linear Antenna Array
Jianzhong Li, Yide Wang, Cédric Le Bastard, Gang Wei, Biyun Ma, Meng Sun, Zhiwen Yu · IEEE Communications Letters · 2016
In this letter, we propose a new efficient method to estimate the direction-of-arrival (DOA) and range of near-field sources in a decoupled way. First, a non-Hermitian cumulant matrix is constructed, whose eigenvectors associated with zero eigenvalues are used to directly estimate the DOA by using the MUSIC algorithm. Then, the ranges are estimated with the estimated DOA by orthogonalizing the remained eigenvectors. Compared with other modified 2-D MUSIC, the proposed algorithm can greatly reduce the computational complexity by avoiding a 2-D search with only one matrix and one eigenvalue decomposition. Simulation results show the effectiveness of the proposed method.