Title :
Robust H∞ filtering for discrete-time uncertain linear systems with time-varying delayed outputs
Author :
Wang, Yu-Feng ; Wang, Chang-Hong ; Li, Qing-Hua
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., China
Abstract :
A robust delay-dependent H∞ filtering design is proposed for discrete-time linear systems with norm-bounded uncertainty and time-varying delayed outputs. The resulting filter guarantees that the induced l2-norm of the system, relating the exogenous signals to the estimation error, is less than a prescribed level for all possible uncertainties and time delays. Sufficient conditions are given in terms of linear matrix inequalities (LMIs) and solution of the filter is given through an iterative procedure of a linear matrix inequality minimum problem derived from cone complementarity linearization algorithm. A numerical example is given to demonstrate our results.
Keywords :
delays; discrete time systems; filtering theory; linear matrix inequalities; linear systems; robust control; time-varying systems; uncertain systems; cone complementarity linearization algorithm; discrete-time systems; error estimation; linear matrix inequalities; linear systems; robust H∞ filtering; time-varying delayed outputs; uncertain systems; Delay effects; Estimation error; Filtering; Linear matrix inequalities; Linear systems; Nonlinear filters; Robustness; Sufficient conditions; Time varying systems; Uncertainty;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382344