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
Link To Document :
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