A Random Matrix--Theoretic Approach to Handling Singular Covariance Estimates

Thomas L. Marzetta, Gabriel H. Tucci, Steven H. Simon

In many practical situations we would like to estimate the covariance matrix of a set of variables from an insufficient amount of data. More specifically, if we have a set of $N$ i…