Title :
ROBUST H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay
Author :
Qiu, Jiqing ; Xing, Zirui ; Li, Li ; Yang, Mohan ; Li, Yi
Author_Institution :
Coll. of Sci., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
This paper focuses on the problem of robust H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay. First of all, the dermition of robust H∞ filter is given. Considering the nonlinear disturbance link to uncertain singular systems with time-varying delay effects, we come up with the design idea of full order robust H∞ filter based on the Lyapunov stability theory. Under the condition that nonlinear uncertain functions satisfy Lipschitz condition, using Lyapunov stability theory and linear matrix inequality (LMI) methods, a sufficient condition of such nonlinear uncertain delayed filtering error singular systems which are asymptotically stable and satisfy the robust H∞ performance is obtained. Finally, two numerical examples are given to show the applicability of the proposed method.
Keywords :
H∞ filters; Lyapunov methods; delays; linear matrix inequalities; time-varying systems; uncertain systems; LMI methods; Lipschitz condition; Lyapunov stability theory; linear matrix inequality; nonlinear uncertain singular systems; robust H∞ filtering; time-varying delay; Abstracts; Hafnium compounds; Robustness; Linear matrix inequality (LMI); Nonlinear; Robust H∞ filtering; Singular time-varying delayed systems; Uncertain;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359001