• DocumentCode
    2543975
  • Title

    A high-speed computational method of fuzzy inference system for embedded systems

  • Author

    Nakagawa, Motohito

  • Author_Institution
    Tokyo R&D Center, Renaissance Syst. Corp., Tokyo
  • fYear
    2006
  • fDate
    21-24 May 2006
  • Lastpage
    3124
  • Abstract
    This paper describes a high-speed computational method of the fuzzy inference system (FIS) for embedded systems. The proposed method adopts the composition of the variable structure system (VSS). The proposed method was converted into the calculation process of the variable separation formation by making it to linear systems in each domain. It is shown that this proposed method is effective for the FIS in three inputs and over especially. The amount of stored data by the proposed method is about 98% less than the table look-up method (TLM) for the FIS in three inputs and 25 rules. Moreover, the computational time by the proposed method is about 90% less than a classical method by the same system
  • Keywords
    electronic engineering computing; embedded systems; fuzzy logic; inference mechanisms; linear systems; table lookup; variable structure systems; embedded systems; fuzzy inference system; linear systems; table look-up; variable structure system; Embedded computing; Embedded system; Fuzzy systems; Linear systems; Noise cancellation; Noise robustness; Research and development; Signal to noise ratio; Speech recognition; Variable structure systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
  • Conference_Location
    Island of Kos
  • Print_ISBN
    0-7803-9389-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2006.1693286
  • Filename
    1693286