• DocumentCode
    1899560
  • Title

    Development of a Integrated Map Matching Algorithm Based on Fuzzy Theory

  • Author

    Mei, Guo Li ; Yong, Luo Da

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
  • Volume
    2
  • fYear
    2009
  • fDate
    10-11 Oct. 2009
  • Firstpage
    693
  • Lastpage
    696
  • Abstract
    In order to solve the map matching problem in traffic information collection based on wireless positioning, a integrated map matching algorithm based on fuzzy theory was proposed, it identified the road on which the phone-in-moving-vehicle was moving by comparing the similarity degree between its trajectory curve and all the candidate roads, which included three features with look-ahead to improve the accuracy, then fuzzy preference relations were adopted to the multi-criteria decision. The results obtained through this approach are promising.
  • Keywords
    decision theory; fuzzy set theory; operations research; pattern matching; road traffic; fuzzy preference relations; fuzzy theory; integrated map matching algorithm; multicriteria decision; phone-in-moving-vehicle; road identification; traffic information collection; wireless positioning; Automation; Cellular phones; History; Information science; Mobile communication; Mobile handsets; Road vehicles; Shape; Telecommunication traffic; Trajectory; Fuzzy preference relations; fuzzy theory; map matching; wireless position;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
  • Conference_Location
    Changsha, Hunan
  • Print_ISBN
    978-0-7695-3804-4
  • Type

    conf

  • DOI
    10.1109/ICICTA.2009.402
  • Filename
    5287780