  We describe the structure of optimal Input covariance matrices for single
user multiple-input/multiple-output (MIMO) communication system with covariance
feedback and for general correlated fading. Our approach is based on the novel
concept of right commutant and recovers previously derived results for the
Kronecker product models. Conditions are derived which allow a significant
simplification of the optimization problem.
