Title :
Robust H∞ filtering for a class of uncertain Lurie time-delay singular systems
Author :
Lu, R.Q. ; Su, H.Y. ; Chu, James
Author_Institution :
Inst. of Adv. Process Control, Zhejiang Univ., Hangzhou, China
Abstract :
This paper is concerned with the problem of the robust H∞ filtering for a class of Lurie singular system with state time-delays, parameters uncertainties and unknown statistics characteristics but limited power disturbance. The purpose is to design a robustly stable filter such that the uncertain Lurie time-delay singular systems are not only regular, impulse free and stable, but also have a prescribed level of H∞ performance for the filtering error dynamics for all admissible uncertainties. A sufficient condition for the existence of such a filter is proposed in terms of linear matrix inequalities (LMIs). When a solution to this set of LMIs exists, the parametric matrices of a desired filter can be easily obtained using LMI toolbox. Finally, illustrative examples are given to demonstrate the superiority of the presented method.
Keywords :
H∞ control; delay systems; filtering theory; linear matrix inequalities; nonlinear control systems; robust control; uncertain systems; filtering error dynamics; linear matrix inequalities; parameter uncertainty; parametric matrices; robust H∞ filtering; uncertain Lurie time-delay singular systems; Filtering; Filters; Industrial control; Laboratories; Linear matrix inequalities; Paper technology; Robustness; Sufficient conditions; Uncertain systems; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244379