Gaussian Robust Sequential and Predictive Coding

We introduce two new source coding problems: robust sequential coding and robust predictive coding. For the Gauss–Markov source model with the mean squared error distortion measure, we characterize certain supporting hyperplanes of the rate region of these two coding problems. Our investigation also reveals an information-theoretic minimax theorem and the associated extremal inequalities.