Title :
Design of receding horizon controls for constrained time-varying systems
Author_Institution :
INRIA-ENS, Paris, France
Abstract :
In this note, we propose a generalized stabilizing receding horizon control scheme for input/state constrained linear discrete time-varying systems that improves feasibility and on-line computation on the constrained finite-horizon optimization problem, compared with existing schemes. The control scheme is based on a time-varying horizon cost function with time-varying terminal weighting matrices, which can easily be implemented via linear matrix inequality technique. We discuss modifications of the proposed scheme that improve feasibility or on-line computation time. Through simulation examples, we illustrate the results of these schemes.
Keywords :
control system synthesis; discrete time systems; linear matrix inequalities; linear systems; optimisation; time-varying systems; constrained finite-horizon optimization problem; constrained linear discrete time-varying systems; linear matrix inequality technique; receding horizon control design; time-varying horizon cost function; time-varying terminal weighting matrices; Computational modeling; Constraint optimization; Control systems; Cost function; Current control; Feedback; Linear matrix inequalities; Sampling methods; Stability; Time varying systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.838491