• 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