DocumentCode
2973078
Title
Passive fuzzy controller design for a model car via discrete T-S fuzzy model with multiplicative noise
Author
Chang, Wen-Jer ; Chen, Min-Wei ; Ku, Cheung-Chieh
Author_Institution
Dept. of Marine Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
fYear
2009
fDate
22-24 June 2009
Firstpage
1193
Lastpage
1198
Abstract
This paper deals with steering control problem of a computer simulated model car with fuzzy control approach. For simulating the real environment, the stochastic behavior of system is considered as multiplicative noise term. In addition, the external disturbance effect on system is also discussed for achieving attenuation performance by applying passivity theory. Through using the Takagi-Sugeno (T-S) fuzzy model approach, the stability problems of nonlinear system can be solved by linear control theory. Furthermore, the stability condition is derived by passivity theory and Lyapunov function for guaranteeing stability in sense of mean square. Besides, the fuzzy controller is carried out by concept of Parallel Distribution Compensator (PDC). Finally, the simulation results are proposed to show that the strictly input passivity and mean square stability of system can be achieved via the designed fuzzy controller.
Keywords
Lyapunov methods; automobiles; control system synthesis; fuzzy control; mean square error methods; nonlinear control systems; stability; Lyapunov function; Takagi-Sugeno fuzzy model approach; discrete T-S fuzzy model; linear control theory; mean square; model car; multiplicative noise term; nonlinear system; parallel distribution compensator; passive fuzzy controller design; passivity theory; stability condition; stochastic behavior; Attenuation; Computational modeling; Computer simulation; Fuzzy control; Fuzzy systems; Stability; Stochastic resonance; Stochastic systems; Takagi-Sugeno model; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation, 2009. ICIA '09. International Conference on
Conference_Location
Zhuhai, Macau
Print_ISBN
978-1-4244-3607-1
Electronic_ISBN
978-1-4244-3608-8
Type
conf
DOI
10.1109/ICINFA.2009.5205098
Filename
5205098
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