Title :
Robust H?? guaranteed cost control of uncertain singular systems with mixed time-varying and nonlinear perturbation
Author :
Ji-Qing Qiu ; Shu-Na Liu ; Xiao-Ling Sun ; Qing Fan
Author_Institution :
Coll. of Sci., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
This paper discusses the robust H-infinity guaranteed cost control problem for a class of uncertain singular systems with mixed time-varying and nonlinear perturbation. Guaranteed cost controller is derived by means of Lyapunov stability theory and linear matrix inequality approach. For all admissible uncertainties, the state feedback controller ensures that the closed-loop system not only possess a robust stability, but also meets the H-infinity performance. In this article, the guaranteed cost controller of the system is presented in the form of linear matrix inequality. Then, design problems of guaranteed controllers for uncertain singular systems are converted into convex optimization problems with linear matrix inequalities constraints. Finally, a numerical example is provided to demonstrate the results.
Keywords :
H∞ control; Lyapunov methods; closed loop systems; convex programming; cost optimal control; linear matrix inequalities; nonlinear control systems; perturbation techniques; robust control; singular optimal control; state feedback; time-varying systems; uncertain systems; H-infinity performance; Lyapunov stability theory; admissible uncertainty; closed-loop system; convex optimization problem; guaranteed cost controller; linear matrix inequalities constraint; linear matrix inequality approach; mixed time-varying perturbation; nonlinear perturbation; robust H∞ guaranteed cost control; robust H-infinity guaranteed cost control problem; robust stability; state feedback controller; uncertain singular systems; Abstracts; Artificial intelligence; Robustness; Linear matrix inequality; Nonlinear singular systems; Robust H-infinity guaranteed cost control;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location :
Tianjin
DOI :
10.1109/ICMLC.2013.6890800