• DocumentCode
    3119180
  • Title

    Soft-core implementation for centre of Slice Area Average defuzzifier

  • Author

    Zavala, Antonio Hernández ; Nieto, Oscar Camacho ; Márquez, Cornelio Yáñez

  • Author_Institution
    Electron. Dept., Inst. Politec. Naciona, Mexico City, Mexico
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    910
  • Lastpage
    916
  • Abstract
    Fuzzy systems are broad used for the decision making task given its capability of extract knowledge from an expert and translate it into rules that define described system. Implementations are made according to speed requirements of the problem, for the case of critical real time systems hardware is the best choice. One important issue on fuzzy systems is the final step, defuzzifier, when computed fuzzy data is turned into crisp data. There are many different defuzzifier methods from which most used for hardware purposes are Center Of Gravity and Mean Of Maxima. This work presents hardware implementation for Center of Slice Area Average defuzzifier, for digital soft-core implementation; its main advantages are reduction on resource consumption and reduction of calculation time without loss of accuracy.
  • Keywords
    decision making; fuzzy systems; knowledge acquisition; uncertainty handling; center of gravity; centre of slice area average defuzzifier; decision making; fuzzy systems; knowledge extraction; mean of maxima; resource consumption; resource reduction; soft-core implementation; Equations; Fuzzy systems; Gravity; Hardware; Mathematical model; Moment methods; Registers; Defuzzification; Digital Systems; Discrete Numbers; Fuzzy Systems; Soft Computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-7315-1
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2011.6007448
  • Filename
    6007448