DocumentCode
3216375
Title
Fuzzy control with relaxed nonquadratic stability conditions for inverted pendulum robot system with multiplicative noise
Author
Chang, Wen-Jer ; Chang, Chia-Hao ; Ku, Cheung-Chieh
Author_Institution
Dept. of Marine Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
fYear
2010
fDate
9-11 June 2010
Firstpage
1019
Lastpage
1024
Abstract
This paper presents the relaxed nonquadratic stabilization conditions for designing fuzzy controller of inverted pendulum robot system via Takagi-Sugeno (T-S) stochastic fuzzy models. With the movable supportive base, the inverted pendulum robot system is applied to simulate human stance. Besides, the stochastic behavior of concerned system is also considered in this paper for investigating the real environment. As mentioned above, the T-S fuzzy model is used to simulate nonlinear inverted pendulum robot system. And, the multiplicative noise term is introduced in the consequent part of fuzzy system. In order to extend the application of this paper, the nonquadratic relaxed technique is employed to develop the stability conditions for finding the feasible solutions. Finally, simulation results are given to demonstrate the usefulness and applicability of the proposed fuzzy controller design approach.
Keywords
fuzzy control; mobile robots; nonlinear control systems; pendulums; stability criteria; stochastic systems; white noise; Takagi-Sugeno stochastic fuzzy model; fuzzy control; human stance; inverted pendulum robot system; multiplicative noise; relaxed nonquadratic stabilization condition; Fuzzy control; Fuzzy systems; Mathematical model; Nonlinear control systems; Robotics and automation; Robots; Stability; Stochastic resonance; Stochastic systems; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location
Xiamen
ISSN
1948-3449
Print_ISBN
978-1-4244-5195-1
Electronic_ISBN
1948-3449
Type
conf
DOI
10.1109/ICCA.2010.5524149
Filename
5524149
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