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
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;
Conference_Titel :
Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
Conference_Location :
Vasteras
DOI :
10.1109/COMPSACW.2014.91