Title :
Implementation of tracking controls for constrained discrete time-varying systems via receding horizon strategy
Author_Institution :
Networking Lab., California Inst. of Technol., Pasadena, CA, USA
Abstract :
A receding horizon tracking control (RHTC) scheme is proposed for input and tracking-error constrained linear discrete time-varying systems. The control scheme is based on the minimization of a finite horizon cost function with finite terminal weighting matrices, which can easily be implemented by using linear matrix inequality optimization. The proposed RHTC scheme is discussed in terms of the asymptotic property, feasibility, and closed-loop stability. It is shown that imposing the zero control weighting matrix can guarantee the asymptotic property and feasibility for some special systems and tracking commands, and the closed-loop stability for discrete-time systems
Keywords :
closed loop systems; discrete time systems; linear systems; matrix algebra; optimisation; stability; time-varying systems; tracking; asymptotic property; closed-loop stability; constrained discrete time-varying systems; feasibility; finite horizon cost function; finite terminal weighting matrices; linear matrix inequality optimization; receding horizon strategy; tracking controls; zero control weighting matrix; Asymptotic stability; Control systems; Cost function; Electronic mail; Error correction; Laboratories; Linear matrix inequalities; Optimal control; Time varying systems; Weight control;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980981