Improvement of exhaustive search based maximum-likelihood DOA estimation

Abstract

Direction-of-arrival (DOA) estimation by maximum likelihood (ML) algorithm is essentially an optimization of nonlinear function. In nonlinear optimization, since the final estimate is highly dependent on the initial estimate, an initialization is critical. Alternating Projection (AP) initialization has been proposed as a computationally efficient method for… (More)

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