Maximum likelihood estimation via the alternating projection maximization algorithm

We present a novel and efficient algorithm for computing the maximum likelihood estimator of the locations of multiple sources in passive sensor arrays. The algorithm is equally well applicable to the case of fully correlated signals appearing, for example, in multipath propagation problems. Simulation results that demonstrate the performance of the algorithm and a detailed analysis of the uniqueness of the solution are included.