Mutual Information, Relative Entropy and Estimation Error in Semi-martingale Channels

Jiantao Jiao, Kartik Venkat, Tsachy Weissman

Fundamental relations between information and estimation have been established in the literature for the continuous-time Gaussian and Poisson channels, in a long line of work start…