Title :
A delay-dependent approach to robust H∞ filtering for uncertain distributed delay systems
Author :
Xu, Shengyuan ; Lam, James ; Chen, Tongwen ; Zou, Yun
Author_Institution :
Dept. of Autom., Nanjing Univ. of Sci. & Technol., China
Abstract :
This paper is concerned with the problem of robust H∞ filtering for linear systems with both discrete and distributed delays, which are subject to norm-bounded time-varying parameter uncertainties. Both the state and measurement equations are assumed to have discrete and distributed delays. A delay-dependent condition for the existence of H∞ filters is proposed, which is less conservative than existing ones in the literature. Via solutions to certain linear matrix inequalities, general full-order filters are designed that ensure asymptotic stability and a prescribed H∞ performance level, irrespective of the parameter uncertainties. An illustrative example is provided to demonstrate the effectiveness and the reduced conservatism of the proposed method.
Keywords :
H∞ control; asymptotic stability; control system analysis; delays; filtering theory; linear matrix inequalities; linear systems; time-varying systems; uncertain systems; H∞ filtering; asymptotic stability; discrete system; distributed delay; full-order filter; linear matrix inequality; linear systems; measurement equation; norm-bounded time-varying parameter; state equation; time-delay system; uncertain systems; Asymptotic stability; Delay; Equations; Filtering; Linear matrix inequalities; Linear systems; Nonlinear filters; Robustness; Time varying systems; Uncertain systems; distributed delay; linear matrix inequality; robust filtering; time-delay systems; uncertain systems;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.855109