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Modeling Reaction Time in Car-Following Behaviour Based on Human Factors
Abstract:This paper develops driver reaction-time models for car-following analysis based on human factors. The reaction time was classified as brake-reaction time (BRT) and acceleration/deceleration reaction time (ADRT). The BRT occurs when the lead vehicle is barking and its brake light is on, while the ADRT occurs when the driver reacts to adjust his/her speed using the gas pedal only. The study evaluates the effect of driver characteristics and traffic kinematic conditions on the driver reaction time in a car-following environment. The kinematic conditions introduced urgency and expectancy based on the braking behaviour of the lead vehicle at different speeds and spacing. The kinematic conditions were used for evaluating the BRT and are classified as normal, surprised, and stationary. Data were collected on a driving simulator integrated into a real car and included the BRT and ADRT (as dependent variables) and driver-s age, gender, driving experience, driving intensity (driving hours per week), vehicle speed, and spacing (as independent variables). The results showed that there was a significant difference in the BRT at normal, surprised, and stationary scenarios and supported the hypothesis that both urgency and expectancy had significant effects on BRT. Driver-s age, gender, speed, and spacing were found to be significant variables for the BRT in all scenarios. The results also showed that driver-s age and gender were significant variables for the ADRT. The research presented in this paper is part of a larger project to develop a driversensitive in-vehicle rear-end collision warning system.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1058187Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 3817
 National Highway Traffic Safety Administration (NHTSA), (2009, January). "Traffic Safety Facts 2007". Available http://www.nrd.nhtsa.dot.gov/cats/listpublications.aspx?Id=E&ShowBy =DocType.
 Knipling, R R, Wang, J-S, Yin, H-M, "Rear-end Crashes: Problem Size Assessment and Statistical Description". Technical Report. National Highway Traffic Safety Administration, Washington, DC., USA, 1993.
 Dingus, T.A., Klauer, S.G., Neale, V.L., Peterson, A., Lee, S.E., Sudweeks, J., Perez, M.A., Hankey, J., Ramsey, D., Gupta, S., Bucher, C., Doerzaph, Z.R., Jarmeland, J., Knipling, R.R." "The 100-Car naturalistic driving study, Phase II - Results of the 100-Car field experiment". National Highway Traffic Safety Administration, Washington, DC., USA, 2006.
 Baldock, M. R. J and McLean, A J, "Older Drivers: Crash Involvement Rates and Causes". University of Adelaide, Australia, 2005.
 Summala H, "Brake Reaction Times and Driver Behavior Analysis: Commentary". Transportation Human Factors, 2, 195-216, 2000.
 Ma X. and Andréasson I, "Estimation of Driver Reaction Time from Car-Following Data". Transportation Research Record Vol. 1965:130- 141.Transportation Research Board, Washington, D.C., USA, 2006.
 Dabbour, E. and Easa, S. "Perceptual framework for a modern left-turn collision warning system". International Journal of Applied Science, Engineering and Technology, 5(1): 8-14, 2009.
 Green, M., "How long does it take to stop? Methodological analysis of driver perception-brake times." Transportation Human Factors, 2:195- 216, 2000.
 Brackstone M. and McDonald M, "Car-following: A historical review. Transp. Res., Part F: Traffic Psychol. Behav., Vol. 2, no. 4, 181-196, 1999.
 Mehmood, A.; Saccomanno, F.; and Hellinga, B. "Application of system Dynamics in Car Following Models." Journal of Transportation Engineering, 129(6), 2003.
 Broen, N., & Chiang, D, "Braking response times for 100 drivers in the avoidance of an unexpected obstacle as measured in a driving simulator. In Proc. of the Human Factors and Ergonomics Society, 40, 900-904, 1996.
 Lerner, N, "Brake perception-reaction times of older and younger drivers". In Proc. of the Human Factors and Ergonomics Society, 38, 206-209, 1994.
 Summala, H., and Koivisto, I. Unalerted drivers- brake reaction times: Older drivers compensate their slower reaction times by driving more slowly. In T. Benjamin (Ed.), Driving behaviour in a social context. Caen, France: Paradigme, 1990.
 Lings, S., "Assessing driving capability: A method for individual testing". Applied Ergonomics, 22, 75-84, 1990.
 Hankey, J, "Unalerted emergency avoidance at an intersection and possible implications for ABS implementation". Ames: University of Iowa., 1996.
 Summala, H., Lamble, D., and Laakso, M, "Driving experience and perception of the lead car-s braking when looking at in-car targets". Accident Analysis and Prevention, 30, 401-407, 1998.
 van Winsum, W., and Brouwer, W., "Time headway in car following and operational performance during unexpected braking". Perceptual and Motor Skills, 84, 1247-1257, 1997.
 Triggs, T. J., "Driver brake reaction times: Unobtrusive measurement on public roads". Public Health Review, 15, 275-290, 1987.
 Alm, H., and Nilsson, L., "Changes in driver behaviour as a function of handsfree mobile phones-A simulator study". Accident Analysis and Prevention, 26, 441-451, 1994.
 Chang, M., Messer, C., and Santiago, A, "Timing traffic signal change intervals based on driver behavior". Transportation Research Record Vol. 1027:20-32.Transportation Research Board, Washington, D.C., USA, 1985.
 Schweitzer, N., Apter, Y., Ben-David, G., Liebermann, D., and Parush, A, "A field study on braking responses during driving II. Minimum driver braking times". Ergonomics, 38, 1903-1910, 1995.
 Malaterre, G., Fernandez, F., Fleury, D., and Lechner, D, "Decision making in emergency situations". Ergonomics, 31, 643-655, 1988.
 Korteling, J. E, "Perception-response speed and driving capabilities of brain-damaged and older drivers". Human Factors, 32, 95-108, 1990.
 Lamble, D., Kauranen, T., Laakso, M., and Summala, H, "Cognitive load and detection thresholds in car following situations: Safety implications for using mobile (cellular) telephones while driving". Accident Analysis and Prevention, 31, 617-623, 1999.
 Transport Canada, (2008, June) "Canadian Motor Vehicle Traffic Collision Statistics: 2006". Transport Canada. Available http://www.tc.gc.ca/roadsafety/tp/tp3322/2006/page11.htm.
 Xin, W., Hourdos J., Michalopoulos P., and Davis G. "The Less-thanperfect Driver: A Model of Collision-inclusive Car-following Behavior". In Conference Proc., Transportation Research Board Annual Meeting, Washington, D.C. 2008.
 Krishnan, H., Gibb, S., Steinfeld, A., and Shladover, S."Rear-end Collision-Warning System: Design and Evaluation via Simulation". Transportation Research Record Vol. 1759:50-60.Transportation Research Board, Washington, D.C., USA, 2001.