• DocumentCode
    3142481
  • Title

    Automatic traffic estimation system using mobile probe vehicles

  • Author

    Panmungmee, Chirayut ; Wongsarat, Manatchai ; Tangamchit, Poj

  • Author_Institution
    Control Syst. & Instrum. Eng., King Mongkut´´s Univ. of Technol. Thonburi, Bangkok, Thailand
  • fYear
    2012
  • fDate
    7-8 July 2012
  • Firstpage
    11
  • Lastpage
    15
  • Abstract
    We propose a mobile camera system that can be installed on a moving. The system will automatically evaluate traffic levels in the area that the car has been driven through. Our system consists of two parts, the mobile probe and a stationary server. The mobile probe is operated by Android OS smartphone installed in a vehicle, which is used collect GPS data and image sequence of traffic scene from the front of the vehicle. The GPS and image data is periodically transferred to the stationary server via EDGE/3G cellular network. The GPS data is used to find an average space speed, which is used as an indicator to traffic status. The image data is used to recognize and filter out data from parking events, which do not represent traffic status. The level of traffic congestion is displayed in the format of three colors: red, yellow, and green.
  • Keywords
    3G mobile communication; Global Positioning System; image sequences; smart phones; traffic engineering computing; Android OS smartphone; EDGE/3G cellular network; GPS data; automatic traffic estimation system; image sequence; mobile camera system; mobile probe vehicles; parking events; traffic congestion; traffic scene; Fires; Global Positioning System; Image edge detection; Image segmentation; Probes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge and Smart Technology (KST), 2012 4th International Conference on
  • Conference_Location
    Chonburi
  • Print_ISBN
    978-1-4673-2166-2
  • Type

    conf

  • DOI
    10.1109/KST.2012.6287733
  • Filename
    6287733