Control of LQG systems under communication constraints

Abstract

We examine the achievable control performance of an LQG system with a noisy analog feedback channel. To that end, we define the sequential rate distortion function. Assuming equi-memory, we show that the separation principle holds and that linear controllers are optimal. We give bounds on the optimal performance and show the inherent trade-offs between control and communication costs.