Underdetermined Blind Direction-of-Arrival Estimation Using a Moving Platform
Qiao Su, Xiongwei Zhang, Nan Sha, Kui Xu · IEEE Signal Processing Letters · 2022
Underdetermined blind DOA estimation for linear arrays without the prior knowledge of array configuration is a challenging problem. Two methods are proposed to solve this problem based on a moving platform. The first one exploits the structure of the equivalent array manifold matrix constructed by using several different time intervals for the array motions and utilizes iterative optimization to obtain the estimation of DOAs. By considering secondary time intervals for the array motions further, the other combines the DOA matrix and multistage Wiener filter (MSWF) to estimate DOAs in a more cost-effective way. Simulation results and complexity analysis testify the effectiveness and superiority of the proposed algorithms.