A Novel Block Sparse Reconstruction Method for DOA Estimation With Unknown Mutual Coupling
Xiaowei Zhang, Tao Jiang, Yingsong Li, Yuriy V. Zakharov · IEEE Communications Letters · 2019
In this letter, we consider the direction-of-arrival (DOA) estimation in the presence of unknown mutual coupling in application to uniform linear arrays (ULAs). A novel method is proposed that treats the DOA estimation as a block sparse signal reconstruction problem with a modified array manifold matrix which utilizes the information of entire array output. A block smoothed ℓ0norm approximation technique is introduced to solve the problem. Finally, an iterative proximal algorithm is proposed. Simulation results are presented that show the superiority of the proposed method against other known techniques.