Tyler's Covariance Matrix Estimator in Elliptical Models with Convex Structure

Ilya Soloveychik, Ami Wiesel

We address structured covariance estimation in elliptical distributions by assuming that the covariance is a priori known to belong to a given convex set, e.g., the set of Toeplitz…