Title :
On robust adaptive switched control
Author :
El Rifai, Khalid ; El Rifai, Osamah ; Youcef-Toumi, Kamal
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
In this paper, an algorithm for robust adaptive control design for a class of single-input-single-output (SISO) switched linear systems is developed. The control scheme guarantees robust exponential stability with respect to any bounded parametric uncertainty and bounded disturbance without requiring a priori knowledge of such bounds. Furthermore, switched system stability is preserved independent of switching speed for plant/controller parameter switching. The problem reduces to an analysis of an exponentially stable system driven by piecewise continuous inputs due to plant and controller parameter switching. This system is a modification of the closed loop error dynamics in standard adaptive control systems, through modifying the adaptation law. The results are illustrated for model reference adaptive control of a SISO linear plant.
Keywords :
asymptotic stability; closed loop systems; control system synthesis; input-output stability; linear systems; model reference adaptive control systems; robust control; switching theory; time-varying systems; uncertain systems; SISO linear plant; SISO switched linear systems; adaptive control systems; bounded disturbance; bounded parametric uncertainty; closed loop error dynamics; exponential stability; hybrid systems; model reference adaptive control; piecewise continuous inputs; plant-controller parameter switching; robust control; single-input-single-output systems; switched control; switching speed; Adaptive control; Algorithm design and analysis; Control systems; Error correction; Linear systems; Programmable control; Robust control; Robust stability; Switched systems; Uncertainty;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1469901