Linear analog coding of general multivariate Gaussian sources

In this paper we study the performance of linear analog coding of multivariate Gaussian sources and compare it to the theoretical limits. A general performance analysis is presented for both random and optimal linear encoders. Simulation results show the agreement between the theoretical analysis and the practical implementation.