• DocumentCode
    3115977
  • Title

    Qualitative change of traffic flow induced by driver response

  • Author

    Yokoya, Yasushi ; Asano, Yoichi ; Uchida, Nobuyuki

  • Author_Institution
    Active Safety Res. Div., Japan Automobile Res. Inst., Tsukuba
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2315
  • Lastpage
    2320
  • Abstract
    Microscopic dynamic properties of traffic flow are studied from the aspects of both individual vehicle behavior and driver operation. We measured the time series of single-vehicle data in urban traffic and determined the nature of fluctuations around the nonequilibrium phase transition of local vehicular traffic. The probability-density function calculated from the time series of variation of velocity is transformed around the phase transition, where a Gaussian distribution changes to a Levy stable symmetrical distribution. By analyzing the microscopic dynamic processes of traffic flow in the critical region in connection with a discrete stochastic process involving random amplification with additive external noise, we found the relation between the driver´s response to perceptual quantities and a power-law probability density distribution. The empirical data of deceleration in a car-following situation obtained from driving simulator experiments indicated a large dispersion of perceptual quantities about the relations with a preceding vehicle during operation of the brake pedal. These results suggesMicroscopic dynamic properties of traffic flow are studied from the aspects of both individual vehicle behavior and driver operation. We measured the time series of single-vehicle data in urban traffic and determined the nature of fluctuations around the nonequilibrium phase transition of local vehicular traffic. The probability-density function calculated from the time series of variation of velocity is transformed around the phase transition, where a Gaussian distribution changes to a Levy stable symmetrical distribution. By analyzing the microscopic dynamic processes of traffic flow in the critical region in connection with a discrete stochastic process involving random amplification with additive external noise, we found the relation between the driver´s response to perceptual quantities and a power-law probability density distribution. The empirical data of decele- - ration in a car-following situation obtained from driving simulator experiments indicated a large dispersion of perceptual quantities about the relations with a preceding vehicle during operation of the brake pedal. These results suggest that brake pedal operation is closely related to the random amplification in a discrete stochastic process that exhibits a power-law probability density distribution of the variation of velocity.t that brake pedal operation is closely related to the random amplification in a discrete stochastic process that exhibits a power-law probability density distribution of the variation of velocity.
  • Keywords
    Gaussian distribution; road traffic; stochastic processes; time series; Gaussian distribution; Levy stable symmetrical distribution; additive external noise; brake pedal operation; discrete stochastic process; driver operation; driver response; individual vehicle behavior; local vehicular traffic; microscopic dynamic processes; microscopic dynamic properties; nonequilibrium phase transition; power-law probability density distribution; random amplification; time series measurement; traffic flow; urban traffic; Additive noise; Fluctuations; Gaussian distribution; Microscopy; Phase measurement; Stochastic processes; Time measurement; Traffic control; Vehicle driving; Vehicle dynamics; Complex Systems; Human Information Processing; intelligent Transport Systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2383-5
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2008.4811638
  • Filename
    4811638