DocumentCode
2902665
Title
Observer-based robust adaptive fuzzy control of uncertain nonlinear systems with delayed output
Author
Chiang, Chiang-Cheng ; Wang, Shih-Wei
Author_Institution
Dept. of Electr. Eng., Tatung Univ., Taipei
fYear
2008
fDate
1-6 June 2008
Firstpage
185
Lastpage
192
Abstract
In this paper, an observer-based robust adaptive fuzzy controller is proposed to deal with the output tracking control problem for a class of uncertain single-input single-output (SISO) nonlinear systems with output delay and unmatched uncertainties.Within this scheme, the state observer is applied for estimating all states which are not available for measurement in the system, and then fuzzy logic systems and some adaptive laws are used to approximate the unknown nonlinear functions and the unknown upper bounds of unmatched uncertainties. By constructing an appropriate Lyapunov function and solving Lyapunov equations, the proposed robust adaptive fuzzy controller can guarantee that the asymptotic stabilization and the output tracking performance of the whole closed-loop system can be achieved. Finally, an example is given to illustrate the effectiveness of the proposed approach.
Keywords
adaptive control; asymptotic stability; closed loop systems; delay systems; function approximation; fuzzy control; nonlinear control systems; observers; robust control; uncertain systems; Lyapunov function; adaptive laws; asymptotic stabilization; closed-loop system; delayed output; fuzzy logic systems; nonlinear function approximation; output tracking control problem; output tracking performance; robust adaptive fuzzy control; state estimation; state observer; uncertain single-input single-output nonlinear systems; Adaptive control; Control systems; Delay systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Robust control;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1098-7584
Print_ISBN
978-1-4244-1818-3
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2008.4630364
Filename
4630364
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