A Geometrical Proof of a Theorem Due to D. Slepian

Abstract : This note uses a factorization of covariance matrices technique which allows the author to reduce an n-dimensional problem to one in two dimensions and thus extend a theorem dealing with the theory of one-sided Gaussian noise arriers.