Developing a New Surrogate Safety Indicator Based on Motion Equations
Abstract
Collision avoidance system (CAS), with the help of surrogate safety measures is a beneficial tool for reducing driver errors and preventing rear-end collisions. One of the most well-known surrogate safety measures to detect rear-end conflicts is Time-to-collision (TTC). TTC refers to the time remaining before the rear-end accident if the course and the speed of vehicles are maintained constant. Different surrogate measures have been derived from TTC; however, the most important are Time Exposed Time-to-collision (TET) and Time Integrated Time-to-collision (TIT). In this paper a new surrogate safety measure based on TTC notion has been developed. This new indicator merges TET and TIT into one measure and gives a score between 0 and 100%, as the probability of collision. Applying this indicator in CAS as a safety measure will be more useful than TET&TIT, to reduce driver errors and rear-end collisions.
References
Zheng P, and McDonald M. Collision Warning Timing Based on Normal Braking Behavior. 83rd Annual Meeting of the Transportation Research Board, Washington, D.C.; 2004.
Araki H, Yamada K, Hiroshima Y, Ito T. Development of Rear- end Collision Avoidance System. Intelligent Vehicles Symposium, Proceedings of the IEEE, Tokyo; 1996. p 224-229.
Abe G, Richardson J. Alarm timing, trust and driver expectation for forward collision warning systems. Applied Ergonomics. 2006;37(5):577–586.
Van der horst R, Hogema J. Time-to-collision and Collision Avoidance Systems. Proceedings of the 6th ICTCT Workshop Safety Evaluation of Traffic Systems: Traffic Conflicts and Other Measures; 1993. p 109-121.
Burgett AL, Carter A, Miller RJ, Najm WG, Smith DL. A collision warning algorithm for rear-end collisions (98-S2-P-31). Washington, DC: National Highway Traffic Safety Administration; 1998.
Hirst S, and Graham R. The format and presentation of collision warnings. In: Noy NI, editors. Ergonomics and safety of Intelligent Driver Interfaces. Boca Raton, Florida: CRC Press; 1997.
Hyden C. A traffic conflicts technique for determining risk [dissertation]. Lund Institute of technology; 1997.
Mamdoohi AR, Fallah Zavareh M, Hyden Ch, and Nordfjaern T. Comparative Analysis of Safety Performance Indicators Based on Inductive Loop Detector Data. Promet-Traffic&Transportation. 2014;6(2):139-149.
Young W, Sobhani A, Lenne’ M, Sarvi M. Simulation of safety: A review of the state of the art in road safety simulation modelling. Accident Analysis and Prevention. 2014;66:89-103.
Ozbay K, Yang H, Bartin B and Mudigond S. Derivation and Validation of New Simulation-Based Surrogate Safety Measure. Transportation Research Record; 2008. p 105-113.
Saffarzadeh M, Nadimi N, Nasealavi S, and Mamdoohi AR. A general formulation for time to collision. Proceedings of the ICE Transport. 2013;166(5):294-304.
Sobhani A, Young W, Sarvi M, Bahrololoom S. Calculating Time-to-collision for Analyzing Right Turning Behavior at Signalized Intersections. Road and Transport Research. 2013;22(3):49-61.
Hayward J. Near misses as a measure of safety at urban intersections [dissertation]. Department of Civil Engineering, The Pennsylvania State University; 1971.
Minderhoud M, and Bovy PH. Extended Time-to-collision measures for road traffic safety assessment. Accident Analysis and Prevention. 2001;33(1):89-97.
Laureshyn A, Svensson A, Hyden Ch. Evaluation of traffic safety, based on micro-level behavioral data: Theoretical framework and first implementation. Accident analysis and prevention, 2010;42(6):1637-1646.
Hogema JH, Janssen WH. Effects of intelligent cruise control on driving behavior. Soesterberg, TNO Human Factors, Report TM-C-12; 1996.
Van Der Horst AR. A time-based analysis of road user behavior in normal and critical encounters [dissertation]. Delft University of Technology; 1990.
White F. Fluid Mechanics (McGraw Hill Series in Mechanical Engineering). 4th ed. University of Rhode Island; 2013.
A policy on Geometric design of highways and streets. American association of state highways and transportation officials. Washington, DC; 2011.
NGSIM. Next generation simulation [Internet, cited 2009 Jun 5]. Available from: http:// http://ngsim-community.org
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