• DocumentCode
    678034
  • Title

    Study of Induction and Estimation Method for Driver´s Intention by Using a Driving Simulator

  • Author

    Imamura, Takashi ; Ogi, Tetsuro ; Zhong Zhang ; Miyake, Tetsuo

  • Author_Institution
    Dept. of Biocybernetics, Niigata Univ., Niigata, Japan
  • fYear
    2013
  • fDate
    13-16 Oct. 2013
  • Firstpage
    3322
  • Lastpage
    3326
  • Abstract
    In recent years, in order to reduce traffic accidents, support systems for driving safety have been put to practical use, such as ITS. However, a support system which considers the driver´s intentions has not yet been developed. If the system reflects the intentions of the driver in system behavior, important information will be provided at suitable timing. In a previous study, the authors have studied an estimation method for driver intentions, and a reasonable definition method for labeling driver intentions has been proposed based on the assumption of compliance with traffic rules. In this paper, the validity of our proposed method by using a driving simulator is discussed. The system is specially designed to induce driver intention changes by using traffic flow and environmental control. Moreover, in order increase the effectiveness in practical use, a real-time estimation system has also been constructed.
  • Keywords
    Gaussian processes; behavioural sciences computing; driver information systems; intelligent transportation systems; mixture models; road accidents; road safety; Gaussian mixture model; ITS; driver intention; driving safety; driving simulator; environmental control; estimation method; induction method; support system; system behavior; traffic accident; traffic flow; traffic rule compliance; Accidents; Accuracy; Estimation; Real-time systems; Roads; Safety; Vehicles; Driving support systems; Estimation of intention;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/SMC.2013.566
  • Filename
    6722319