4.6 Article

Robust H∞ fuzzy control of dithered chaotic systems

Journal

NEUROCOMPUTING
Volume 99, Issue -, Pages 509-520

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.neucom.2012.08.003

Keywords

Chaos; Dither; Fuzzy control; Neural networks

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In this study, a combining scheme of fuzzy controllers and dithers via NN-based approach was proposed to tame the chaotic system. In terms of Lyapunov's direct method, a stability criterion was derived to guarantee that the trajectory described by the chaotic system under fuzzy control can be steered into a periodic orbit or a steady state. According to the stability condition of this criterion, a fuzzy controller was then synthesized to control chaos and achieve the H-infinity control performance at the same time. A high frequency signal (commonly referred to as dither) was simultaneously injected to quench the chaotic motion when the fuzzy controller cannot quell the chaos. Finally, a numerical example of Chua's oscillator circuit with simulations is provided to demonstrate the feasibility of our approach. (C) 2012 Elsevier B.V. All rights reserved.

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