Feedback control performance over a noisy communication channel

We consider the problem of minimizing the variance in the output of a plant that is driven by a Gaussian disturbance using measurements of the plant output obtained from a Gaussian channel. For the special case in which only the variance at the terminal time is penalized, we derive an optimal linear time-varying communication and control strategy, and argue that nonlinear strategies cannot achieve better performance.