Mutual Information and Minimum Mean-square Error in Gaussian Channels

Dongning Guo, Shlomo Shamai, Sergio Verdu

This paper deals with arbitrarily distributed finite-power input signals observed through an additive Gaussian noise channel. It shows a new formula that connects the input-output…