• DocumentCode
    2082823
  • Title

    First-order linear linguistic control system and its stability

  • Author

    Zhao Liang

  • Author_Institution
    Coll. of Electr. Eng., Henan Univ. of Technol., Zhengzhou, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    2497
  • Lastpage
    2502
  • Abstract
    This paper presents a calculation method of first-order linear linguistic control system and its stability theorem. Firstly, in order to effectively describe information uncertainty, a first-order conventional linear control system is converted to a first-order linear linguistic control system with interval type-2 fuzzy set replacing number as basic calculation unit. Then the first-order linear linguistic control system are studied by fuzzy decomposition principle. The numerical procedure of first-order linear linguistic control system can be obtained by iterative equations of linguistic variable (interval type-2 fuzzy set) lower membership function and upper membership function α cut set endpoints. At the same time, the concepts of zero-input and zero-state responses also are proposed in the paper. Finally the stability condition of first-order linear linguistic control system is analyzed by interval type-2 fuzzy representation theorem and fuzzy decomposition principle. The effectiveness of the proposing algorithms is evaluated by a few numerical examples.
  • Keywords
    fuzzy control; fuzzy set theory; iterative methods; linear systems; poles and zeros; stability; uncertain systems; first-order linear linguistic control system; fuzzy decomposition principle; fuzzy membership function; information uncertainty; interval type-2 fuzzy set; iterative equation; linguistic variable; stability; zero-input response; zero-state response; Asymptotic stability; Control systems; Fuzzy sets; Numerical stability; Pragmatics; Stability analysis; Vectors; Fuzzy Decomposition Principle; Interval Type-2 Fuzzy Representation Principle; Interval Type-2 Fuzzy Set; Linear Linguistic Control System; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5572485