• DocumentCode
    2931113
  • Title

    Interval type-2 Takagi-Sugeno fuzzy controller design for a class of nonlinear singular networked control systems

  • Author

    Chwan-Lu Tseng ; Shun-Yuan Wang ; Shou-Chuang Lin ; Yu-Yuan Chen

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2012
  • fDate
    16-18 Nov. 2012
  • Firstpage
    268
  • Lastpage
    272
  • Abstract
    The primary objective of this study is to propose an interval type-2 controller design method for a class of nonlinear singular networked control systems encountering data-transmission delay and packet loss problems. This study assesses the stability analysis and design of the system controllers. First, the singular networked control systems are modeled as interval type-2 T-S fuzzy systems. The concept of parallel distributed compensation is then employed to design corresponding interval type-2 T-S fuzzy controllers. For system stability analysis, the stability conditions are identified using a specific Lyapunov function. The linear matrix inequalities are thus derived from the stability conditions. Furthermore, the controller gain matrices can be obtained by solving a set of appropriate linear matrix inequalities. Finally, a numerical example is used to conduct simulations and analysis. The simulation results verify the correctness of stability analysis. The performance of the proposed type-2 fuzzy controller is superior to the traditional fuzzy controller.
  • Keywords
    Lyapunov methods; compensation; control system synthesis; fuzzy control; linear matrix inequalities; networked control systems; nonlinear control systems; stability; Lyapunov function; controller gain matrix; data-transmission delay; interval type-2 T-S fuzzy system; interval type-2 Takagi-Sugeno fuzzy controller design; linear matrix inequalities; nonlinear singular networked control system; packet loss problem; parallel distributed compensation; stability condition; system controller design; system stability analysis; Delay; Linear matrix inequalities; Mathematical model; Networked control systems; Packet loss; Stability analysis; Lapunov stability; Singular networked control systems; interval type-2 fuzzy model; linear matrix inequality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Theory and it's Applications (iFUZZY), 2012 International Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4673-2057-3
  • Type

    conf

  • DOI
    10.1109/iFUZZY.2012.6409714
  • Filename
    6409714