• DocumentCode
    3286249
  • Title

    DFSLIF: dynamical fuzzy system with linguistic information feedback

  • Author

    Gao, X.Z. ; Ovaska, S.J. ; Dote, Y.

  • Author_Institution
    Inst. of Intelligent Power Electron., Helsinki Univ. of Technol., Espoo, Finland
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    121
  • Lastpage
    126
  • Abstract
    We propose a new dynamical fuzzy system with linguistic information feedback (DFSLIF). Instead of crisp system output, the delayed conclusion fuzzy membership function in the consequence part is fed back locally with adjustable scaling and shifting in order to overcome the static mapping drawback of conventional fuzzy systems. We give a detailed description of the corresponding structure and algorithm. Our novel scheme has the advantage of inherent dynamics, and is therefore well suited for handling temporal problems like dynamical system identification, control, and filtering. Simulation experiments have been carried out to demonstrate its effectiveness
  • Keywords
    fuzzy logic; fuzzy systems; DFSLIF; delayed conclusion fuzzy membership function; dynamical fuzzy system; dynamical system identification; experiments; fuzzy logic; linguistic information feedback; simulation; static mapping; Computer science; Engines; Feedback; Filtering; Fuzzy logic; Fuzzy sets; Fuzzy systems; Modeling; Nonlinear dynamical systems; Power electronics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing in Industrial Applications, 2001. SMCia/01. Proceedings of the 2001 IEEE Mountain Workshop on
  • Conference_Location
    Blacksburg, VA
  • Print_ISBN
    0-7803-7154-2
  • Type

    conf

  • DOI
    10.1109/SMCIA.2001.936744
  • Filename
    936744