Robust H∞ fuzzy control of dithered chaotic systems

被引:10
作者
Hsiao, Feng-Hsiag [1 ]
机构
[1] Natl Univ Tainan, Dept Elect Engn, Tainan 700, Taiwan
关键词
Chaos; Dither; Fuzzy control; Neural networks; UNCERTAIN NONLINEAR-SYSTEMS; CONTROL DESIGN; TRACKING CONTROL; DYNAMIC-SYSTEMS; LMI APPROACH; STABILIZATION; STABILITY; MODEL; COMMUNICATION; DELAY;
D O I
10.1016/j.neucom.2012.08.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:509 / 520
页数:12
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