• DocumentCode
    3182153
  • Title

    Estimation for driver´s intentions in straight road environment using Hidden Markov Models

  • Author

    Imamura, Takashi ; Takahashi, Tadasuke ; Zhang, Zhong ; Miyake, Tetsuo

  • Author_Institution
    Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    2971
  • Lastpage
    2975
  • Abstract
    In order to prevent the traffic accident, several kind of safe driving support systems have been developed. And, consideration for the intention of driver´s operation will be needed for prevalence of these systems with higher safety and availability. In this paper, estimation method for driver´s intention considering using HMM has been proposed considering with the driver´s individuality to its symbolizing process. The validity of the method has been examined by the experimental driving data on the driving simulator system. And the results make clear the possibility that the proposed method can be classified the driver´s intention into the driving in hurry or normal driving.
  • Keywords
    hidden Markov models; road accidents; road safety; road traffic; driver intentions estimation; driving simulator system; hidden Markov models; safe driving support systems; straight road environment; Hidden Markov models; Markov processes; Driver´s intention; HMM; Safe driving support;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641992
  • Filename
    5641992