Maximum likelihood estimation of positive definite Hermitian Toeplitz matrices using outer approximations
Davis L., Evans R., Polak E.
In this paper, we consider the problem of finding the constrained maximum likelihood estimate of a covariance matrix, which is known to be positive definite and Hermitian Toeplitz. We propose a new approach based on the method of outer approximations. The proposed algorithm is demonstrated with an example.