The Markov theory for solving perturbed systems of linear equations is
applied to the ESPRIT method for direction estimation in array signal
processing. The Markov-based ESPRIT estimates of the unknown directio
ns are shown to be significantly more accurate than the commonly used
least-squares ESPRIT estimates.