Driving behavior analysis based on trajectory data collected with vehicle-mounted GPS receivers

Huijun Ren, Tao Xu, Xiang Li

Research output: Contribution to journalArticlepeer-review

28 Scopus citations

Abstract

Traffic congestion is becoming an increasingly serious problem in highly urbanized areas. One reason for congestion are frequent happened traffic accidents caused by risky driving behaviors. The accurate evaluation of a driver behavior as well as safety analysis has therefore become a research hotspot. In this paper, a new method of using the vehicle-mounted GPS model to collect the vehicle track data and analyzing the safety of driver's behavior is presented. In the approach, information about driving over the speed limit, quick acceleration, sharp slowdown and sharp turns is extracted from the trajectory data. Then, the security of a drivers' behavior assessed to provide scientific evidence for the transportation department managers when evaluating and managing a drivers' driving skill.

Original languageEnglish
Pages (from-to)739-744
Number of pages6
JournalWuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University
Volume39
Issue number6
DOIs
StatePublished - Jun 2014

Keywords

  • Driving behavior analysis
  • GPS
  • Safe driving
  • Trajectory data

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