• DocumentCode
    243539
  • Title

    A Hazard Detection Method for Bicycles by Using Probe Bicycle

  • Author

    Kaneda, Shigeru ; Asada, Shohei ; Yamamoto, Akiyasu ; Kawachi, Yuta ; Tabata, Yoshiyuki

  • Author_Institution
    Fac. of Sci. & Eng., Doshisha Univ., Kyotanabe, Japan
  • fYear
    2014
  • fDate
    21-25 July 2014
  • Firstpage
    547
  • Lastpage
    551
  • Abstract
    Hazard map systems provide bicycle riders with information regarding hazardous locations. Conventional hazard map systems use data on previous accidents and inhabitant interviews to identify hazardous locations. This conventional interview approach, however, is subjective and information regarding past accidents cannot identify potentially hazardous locations. Therefore, this paper proposes a new hazard detection method that uses a probe bicycle equipped with specially designed sensors to automatically detect hazardous locations. We implemented a prototype evaluation system that confirmed good detecting accuracy.
  • Keywords
    accident prevention; bicycles; hazards; learning (artificial intelligence); road safety; sensors; traffic information systems; conventional hazard map system; hazard detection method; hazardous location; probe bicycle; sensor; Accidents; Bicycles; Decision trees; Hazards; Probes; Roads; Sensors; Bicycle; Decision Tree; Field Research; Hazard Map; Probe Bicycle; Rudder Angle; Sensor; Velocity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
  • Conference_Location
    Vasteras
  • Type

    conf

  • DOI
    10.1109/COMPSACW.2014.91
  • Filename
    6903187