• DocumentCode
    3126021
  • Title

    Predictive fuzzy filtering for line frequency signal processing

  • Author

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

  • Author_Institution
    Inst. of Intelligent Power Electron., Helsinki Univ. of Technol., Espoo, Finland
  • Volume
    7
  • fYear
    2002
  • fDate
    6-9 Oct. 2002
  • Abstract
    Prediction of sinusoidal signals with time. varying frequencies has been an important research topic in power electronics systems. To solve this problem, we propose a new fuzzy predictive filtering scheme, which is based on a Finite Impulse Response (FIR) filter bank. Fuzzy logic is introduced here to provide appropriate interpolation of individual filter outputs. Therefore, instead of regular ´hard´ switching, our method has the advantageous ´soft´ switching among different filters. Simulation comparisons between the fuzzy predictive filtering and conventional filter bank-based approach are made to demonstrate that the new scheme can achieve an enhanced prediction performance for slowly changing sinusoidal input signals.
  • Keywords
    FIR filters; fuzzy logic; interpolation; predictive control; signal processing; time-varying systems; finite impulse response filter bank; fuzzy logic; interpolation; line frequency signal processing; power electronics systems; predictive fuzzy filtering; simulation comparison; sinusoidal signals prediction; time varying frequencies; Filter bank; Filtering; Finite impulse response filter; Frequency; Fuzzy logic; Power electronics; Power system simulation; Signal processing; Time varying systems; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2002 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7437-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2002.1175698
  • Filename
    1175698