Robust H/sub /spl infin// control for fuzzy systems with Frobenius norm-bounded uncertainties

Autor: M.-L. Lin, Ji-Chang Lo
Rok vydání: 2006
Předmět:
Zdroj: IEEE Transactions on Fuzzy Systems. 14:1-15
ISSN: 1063-6706
DOI: 10.1109/tfuzz.2005.861602
Popis: In this paper, we investigate the problem of robust H/sub /spl infin// performance and stabilization for a class of uncertain fuzzy systems with Frobenius norm-bounded parameter uncertainties in all system matrices. Both continuous- and discrete-time uncertain fuzzy systems are considered under a unified treatment called bounded real lemma for fuzzy systems. Unlike the bounded real lemma in the linear theory of robust H/sub /spl infin// control where necessary and sufficient conditions were obtained, only sufficient condition based on Lyapunov method is shown. Furthermore, connection between robust H/sub /spl infin// problems involving uncertainty and standard uncertainty-free H/sub /spl infin// problems is established via matrix algebra. As for controller synthesis, a state feedback fuzzy control law is designed via relaxed linear matrix inequality (LMI) formulations.
Databáze: OpenAIRE