• DocumentCode
    2162116
  • Title

    Application of IT2 FLS in Direction Relation Approximate Reasoning

  • Author

    Guo, Jifa ; Cui, Weihong

  • Author_Institution
    Inst. of Remote Sensing Applic., Chinese Acad. of Sci., Beijing, China
  • fYear
    2009
  • fDate
    20-22 Sept. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    It was necessary to consider the uncertainty of spatial data and fuzziness of relative conception in direction relation representation and reasoning, because of the fuzziness of the direction concepts and the inherent uncertainty of spatial data. The 8-direction asymmetry fuzzy model was built, in this model each primary direction tile has 60 degrees and each secondary direction tile has 30 degrees. This model was extended after considering the location error of reference point based on interval type-2 fuzzy set, and the primary membership function and uncertainty of membership value was discussed and the attribute of this model was analyzed too. Under this model, the reasoning method was built based on IT2 FLS, this method take the location error of reference point, cognitive habit and percentage of target in each direction tile into account, certain and uncertain information was considered in this method.
  • Keywords
    fuzzy reasoning; fuzzy set theory; uncertainty handling; 8-direction asymmetry fuzzy model; IT2 FLS application; approximate reasoning; direction relation reasoning; direction relation representation; interval type-2 fuzzy set; membership function; reference point location error; relative conception fuzziness; spatial data uncertainty; Cognition; Computer aided instruction; Fuzzy reasoning; Fuzzy sets; Remote sensing; Tiles; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management and Service Science, 2009. MASS '09. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4638-4
  • Electronic_ISBN
    978-1-4244-4639-1
  • Type

    conf

  • DOI
    10.1109/ICMSS.2009.5304346
  • Filename
    5304346