Fuzzy Approximation-Based Adaptive Control of Nonlinear Delayed Systems With Unknown Dead Zone

This paper focuses on the problem of adaptive fuzzy control for a class of nonlinear systems without a strict-feedback form. A new adaptive fuzzy control scheme is proposed for nonlinear delayed systems with unknown dead-zone nonlinearity. Control design is achieved by introducing a variable separat...

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Veröffentlicht in:IEEE transactions on fuzzy systems 2014-04, Vol.22 (2), p.237-248
Hauptverfasser: Chen, Bing, Liu, Xiaoping, Liu, Kefu, Lin, Chong
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper focuses on the problem of adaptive fuzzy control for a class of nonlinear systems without a strict-feedback form. A new adaptive fuzzy control scheme is proposed for nonlinear delayed systems with unknown dead-zone nonlinearity. Control design is achieved by introducing a variable separation approach and employing the unique structural property of fuzzy logic systems. The proposed adaptive fuzzy controller guarantees that all the closed-loop signals are semiglobally uniformly ultimately bounded, and the tracking error converges to a small neighborhood of the origin. Two simulation examples illustrate the effectiveness of the proposed approach.
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2013.2250507