Robustness of an adaptive predictive controller

Abstract

Robustness properties of an adaptive predictive controller are presented. The algorithm is obtained via a receding horizon control strategy by minimizing a quadratic performance index under the constraint that the terminal output sequence matches the reference over a suitable number of steps. The performances of both the nonadaptive and an adaptive version of the algorithm are examined in the case of unmodeled plant dynamics.<>