DocumentCode :
3091601
Title :
Synchronization of two different chaotic systems using chattering-free adaptive interval type-2 fuzzy sliding mode control
Author :
Roopaei, Mehdi ; Lin, Tsung-Chih ; Sahraei, Bijan Ranjbar ; Chen, Ming-Che
Author_Institution :
Fars Res. & Sci., Islamic Azad Univ., Shiraz, Iran
fYear :
2010
fDate :
15-17 June 2010
Firstpage :
121
Lastpage :
126
Abstract :
In this paper, we use an interval type-2 fuzzy logic system integrated with sliding mode control for synchronization of two different chaotic systems in presence of system unmodeling and external disturbances. To reduce the chattering and improve the robustness of reaching phase of the sliding mode control (SMC) an interval type-2 fuzzy logic controller is used. In addition, an adaptive interval type-2 fuzzy approximator is proposed (as equivalent control part of SMC) to approximate the unknown parts of the uncertain chaotic systems. Using type-2 fuzzy systems makes more effective synchronization results in presence of system uncertainty and disturbances in comparison with type-1 fuzzy systems. The stability analysis for the proposed control scheme is provided and simulation results compare the performance of proposed interval type-2 fuzzy controller with type-1 fuzzy controllers to verify the effectiveness of the proposed method.
Keywords :
control nonlinearities; fuzzy control; nonlinear control systems; stability; synchronisation; uncertain systems; variable structure systems; adaptive interval type-2 fuzzy approximator; chaotic system synchronization; chattering-free adaptive interval type-2 fuzzy sliding mode control; interval type-2 fuzzy logic controller; interval type-2 fuzzy logic system; stability analysis; uncertain chaotic systems; Adaptive control; Adaptive systems; Chaos; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Programmable control; Robust control; Sliding mode control; Interval type-2 fuzzy controller; chaotic systems; sliding mode control; synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-4244-5045-9
Electronic_ISBN :
978-1-4244-5046-6
Type :
conf
DOI :
10.1109/ICIEA.2010.5515033
Filename :
5515033
Link To Document :
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