Title :
Robust H/sub /spl infin// filtering for LPV discrete-time state-delayed systems
Author :
Wang, Junling ; Wang, Changhong ; Gao, Huijun
Author_Institution :
Space Control & Inertial Technol. Res. Centre, Harbin Inst. of Technol., China
fDate :
June 30 2004-July 2 2004
Abstract :
This work examines the problems of robust H/sub /spl infin// filtering design for linear parameter-varying discrete-time systems with time-varying state delay. We present new H/sub /spl infin// performance criteria that depend on the parameters and the delay-varying magnitude using appropriately selected Lyapunov-Krasovskii functional. Then the corresponding filter can be obtained from the solution of convex optimization problems in terms of parameterized linear matrix inequalities, which can be solved via efficient interior-point algorithms. And the admissible filter guarantees a prescribed H/sub /spl infin// noise attenuation level, relating exogenous signals to the estimation error for all possible parameters that vary in a compact set. A numerical example illustrates the feasibility of the proposed methodologies.
Keywords :
delay systems; discrete time systems; filtering theory; linear matrix inequalities; optimal control; optimisation; robust control; time-varying systems; Lyapunov-Krasovskii functional; convex optimization problems; discrete-time system; interior-point algorithms; linear matrix inequalities; robust filtering; state-delayed systems; time-varying systems;
Conference_Titel :
American Control Conference, 2004. Proceedings of the 2004
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-8335-4