Title :
Robust l22-l∞ filtering for switched linear discrete time-delay systems with polytopic uncertainties
Author :
Zhang, L. ; Shi, P. ; Boukas, E.-K. ; Wang, C.
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol.
fDate :
5/1/2007 12:00:00 AM
Abstract :
The problem of robust l2-linfin filtering for switched linear discrete-time systems with polytopic uncertainties and time-varying delays is investigated. The time delay is assumed to be time-varying and bounded, which covers constant delay and mode-dependent constant delays as special cases. A robust switched linear filter is designed based on the mode-switching idea and a parameter-dependent stability approach such that the corresponding filtering error system is robustly asymptotically stable and achieves a prescribed l2-l infin performance index for all admissible uncertainties. The existence conditions for such a filter, dependent on the upper and lower bounds of time-varying delays, are formulated in terms of a set of linear matrix inequalities. By solving that corresponding convex optimisation problem, the desired filter is obtained and an optimal l 2-linfin noise-attenuation level bound of the resulting filtering error system is guaranteed as well. A numerical example is given to show the feasibility and potential of the theoretical results
Keywords :
delay systems; discrete time systems; filtering theory; linear matrix inequalities; linear systems; performance index; robust control; time-varying systems; uncertain systems; asymptotic stability; constant delay; convex optimisation; filtering error system; linear matrix inequalities; mode-dependent constant delays; mode-switching; optimal l2-linfin noise-attenuation level bound; parameter-dependent stability approach; performance index; polytopic uncertainties; robust l2-linfin filtering; robust switched linear filter; switched linear discrete time-delay systems; time-varying delays;
Journal_Title :
Control Theory & Applications, IET