Rate distortion with state information: bounds and interpretations

We generate a class of lower bounds for rate distortion function with state information, based on a simplification of the rate distortion solution and a derivation of its Lagrange dual problem, which is shown to be a geometric program that extends the Lagrange dual of rate distortion R(D) without state information.