Title :
Takagi-Sugeno fuzzy gain scheduling with sampling-time uncertainties
Author :
Kadmiry, Bourhane ; Driankov, Dimiter
Author_Institution :
Dept. of Comput. Sci., Linkoping Univ., Sweden
Abstract :
This paper addresses the robust fuzzy control problem for discrete-time nonlinear systems in the presence of sampling time uncertainties. The case of the discrete T-S fuzzy system with sampling-time uncertainty is considered and a robust controller design method is proposed. The sufficient conditions and the design procedure are formulated in the form of linear matrix inequalities (LMI). The effectiveness of the proposed controller design methodology is demonstrated of a visual-servoing control problem.
Keywords :
control system synthesis; discrete time systems; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; robust control; sampling methods; LMI; Takagi-Sugeno fuzzy gain scheduling; discrete time nonlinear systems; fuzzy system; linear matrix inequalities; robust controller design method; robust fuzzy control problem; sampling time uncertainties; sufficient conditions; visual servoing control problem; Control systems; Design methodology; Fuzzy control; Fuzzy systems; Nonlinear systems; Robust control; Sampling methods; Sufficient conditions; Takagi-Sugeno model; Uncertainty;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375561