Lane Changing Behaviour Due To U-Turns at Uncontrolled Median Opening Using Markov Process
DOI:
https://doi.org/10.32628/IJSRCE254784Keywords:
Lane changing, Markov process, median opening U-turn, probabilityAbstract
Multilane highways are provided with raised medians for segregating traffic direction wise. An opening in median facilitates the road user for crossing and reversing the direction of travel to access adjacent property. Control of access plays a major role in imparting highway safety. Uncontrolled median openings reduce the level of service and increases the chances of accidents due to increased conflict points. U-turning vehicles contribute to lane changing behaviour of main traffic stream thereby causing speed reduction and delay.
The proposed study aims to assess the probability of lane change of two wheelers, car, LCV and HCV in main stream due to U turns at an uncontrolled median opening by applying Markov’s process. The estimated probabilities are compared with field observation. The variation in speed during the lane changing manoeuvre is studied by using Traffic Data Extractor and Kinovea software. The study reveals interesting information on the relevancy of applicability of Markov’s principle with respect to type if vehicle.
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References
J.Blanchet, G. Gallego, V. Goyal, A Markov chain approximation to choice modeling, Oper. Res. 64 (4) (2016) 886–905
Myers, D. S., Wallin, L., & Wikström, P. (2017). An introduction to Markov chains and their applications within finance. MVE220 Financial Risk: Reading Project.
Gipps, P. G. (1986). A model for the structure of lane-changing decisions. Transportation Research Part B: Methodological, 20(5), 403-414.
Van Winsum, W., De Waard, D., & Brookhuis, K. A. (1999). Lane change manoeuvres and safety margins. Transportation Research Part F: Traffic Psychology and Behaviour, 2(3), 139-149.
Salvucci, D. D., & Liu, A. (2002). The time course of a lane change: Driver control and eye-movement behavior. Transportation research part F: traffic psychology and behaviour, 5(2), 123-132.
Asaithambi, G., Kanagaraj, V., & Toledo, T. (2016). Driving behaviors: Models and challenges for non-lane based mixed traffic. Transportation in Developing Economies, 2(2), 1-16.
Laval, J. A., & Daganzo, C. F. (2006). Lane-changing in traffic streams. Transportation Research Part B: Methodological, 40(3), 251-264.
Wan, L., Raksincharoensak, P., Maeda, K., & Nagai, M. (2011). Lane change behavior modeling for autonomous vehicles based on surroundings recognition. International Journal of Automotive Engineering, 2(2), 7-12.
Shaaban, K. (2012). Studying driver’s lane changing behavior under heavy traffic volumes. Proc. Meas. Behav, 31-34.
Lv, W., Song, W. G., Liu, X. D., & Ma, J. (2013). A microscopic lane changing process model for multilane traffic. Physica A: Statistical Mechanics and its Applications, 392(5), 1142-1152.
Talebpour, A., Mahmassani, H. S., & Hamdar, S. H. (2015). Modeling lane-changing behavior in a connected environment: A game theory approach. Transportation Research Procedia, 7, 420-440.
Hill, C., Elefteriadou, L., & Kondyli, A. (2015). Exploratory analysis of lane changing on freeways based on driver behavior. Journal of transportation engineering, 141(4), 04014090.
Ali, Y., Zheng, Z., Haque, M. M., & Wang, M. (2019). A game theory-based approach for modelling mandatory lane-changing behaviour in a connected environment. Transportation Research Part C: Emerging Technologies, 106, 220-242.
Mohapatra, S. S., Dey, P. P., & Chandra, S. (2016, August). Conflicting volume for U-turns at uncontrolled median openings. In Proceedings of the Institution of Civil Engineers-Transport (Vol. 169, No. 4, pp. 195-204). Thomas Telford Ltd.
Mohanty, M., & Dey, P. P. (2020). Modeling the lane changing behavior of major stream traffic due to U-turns. Transportation Engineering, 2, 100012.
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Copyright (c) 2022 Rashmi N, S N Manjunath (Author)

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