Expansion of multivariate weakly stationary stochastic processes

Abstract

Two distinct series representations are derived for the class of second order, mean-square continuous, weakly stationary multivariate stochastic processes. The representations, converging in the stochastic mean, have orthogonal coefficients and are valid over the entire real line. A constructive procedure for obtaining explicit representation for any given spectral density matrix is presented.