Stochastic Model Predictive Control

Abstract

This paper addresses the issue of output feedback model predictive control for linear systems with input constraints and stochastic disturbances. We show that the optimal policy uses the Kalman Filter for state estimation, but the resultant state estimates are not utilized in a Certainty Equivalence control law.