DocumentCode :
3445846
Title :
Generalization Backstepping Method based stabilization of parameters perturbation Chen chaos using Adaptive Neuro-Fuzzy Inference System
Author :
Mehra, Nader ; Ziabari, Masoud Taleb ; Sadjadi, Seyed Amin ; Reza, Mohammad ; Sahab, Ali Reza
Author_Institution :
Fac. of Electr. Eng., Islamic Azad Univ., Qazvin, Iran
Volume :
2
fYear :
2010
fDate :
29-31 Oct. 2010
Firstpage :
818
Lastpage :
822
Abstract :
This study deals with the control of chaos using Generalized Backstepping Method. This new method to control nonlinear systems was called Generalized Backstepping method because of its similarity to Backstepping but its abilities to control more systems than Backstepping. The General Backstepping Method could achieve better performance than Backtepping Method in respect of lower signal control, short settling time and overshoot, control ability of MIMO systems and non strict feedback systems. The Generalized Backstepping approach consists of parameters which accept positive values. The parameters are usually chosen optional. The system responded differently for each value. This paper introduce a novel adaptive neuro fuzzy control method which trained by different error data to achieve optimal parameters. Hence with optimal parameters controller can stabilize the Chen chaos in much quicker than general backstepping method.
Keywords :
adaptive control; fuzzy control; neurocontrollers; nonlinear control systems; stability; Chen chaos; adaptive neuro-fuzzy inference system; generalization backstepping method; neuro fuzzy control method; nonlinear control systems; parameter perturbation stabilization; Chaos; Equations; Synchronization; ANFIS; Chen chaos; Generalized Backstepping Method; Lyapunov;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
Type :
conf
DOI :
10.1109/ICICISYS.2010.5658609
Filename :
5658609
Link To Document :
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