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Simulation model of bi-directional pedestrian considering potential effect ahead and behind

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  • Zhang, Qi

Abstract

This paper presents a simulation model for bi-directional pedestrian behavior. Guide effect and press effect performed by pedestrians with same direction, and contain effect performed by opposite pedestrians were considered as potential effects. Potential field was defined to simulate the complex interactions, which provided an effective and integrated approach to depict the immediate effects imposed by individuals ahead and behind, with different directions. The number of following pedestrians was regarded as a factor for lane change decision. Experiments ran for the model validation and coefficient performance verification. Preventative steering behavior and congestion unlock phenomenon were observed in the simulation. Velocity–density and flow rate–density curves with different coefficients show the effectiveness of the presented model to capture self-organization phenomenon in counter flow. Coefficient performance reveals the flexibility and controllability of the model to apply on various circumstances.

Suggested Citation

  • Zhang, Qi, 2015. "Simulation model of bi-directional pedestrian considering potential effect ahead and behind," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 419(C), pages 335-348.
  • Handle: RePEc:eee:phsmap:v:419:y:2015:i:c:p:335-348
    DOI: 10.1016/j.physa.2014.09.054
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    References listed on IDEAS

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    1. Tajima, Yusuke & Takimoto, Kouhei & Nagatani, Takashi, 2002. "Pattern formation and jamming transition in pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 313(3), pages 709-723.
    2. Yue, Hao & Guan, Hongzhi & Zhang, Juan & Shao, Chunfu, 2010. "Study on bi-direction pedestrian flow using cellular automata simulation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(3), pages 527-539.
    3. Suma, Yushi & Yanagisawa, Daichi & Nishinari, Katsuhiro, 2012. "Anticipation effect in pedestrian dynamics: Modeling and experiments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(1), pages 248-263.
    4. Zhang, Qi & Han, Baoming, 2011. "Simulation model of pedestrian interactive behavior," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(4), pages 636-646.
    5. William Lam & Jodie Lee & C. Cheung, 2002. "A study of the bi-directional pedestrian flow characteristics at Hong Kong signalized crosswalk facilities," Transportation, Springer, vol. 29(2), pages 169-192, May.
    6. Lam, William H. K. & Lee, Jodie Y. S. & Chan, K. S. & Goh, P. K., 2003. "A generalised function for modeling bi-directional flow effects on indoor walkways in Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(9), pages 789-810, November.
    7. Ling-Xiao Yang & Xiao-Mei Zhao & Jian-Feng Zheng, 2011. "Bi-Directional Pedestrians With A Partition Line," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(08), pages 871-881.
    8. Blue, Victor J. & Adler, Jeffrey L., 2001. "Cellular automata microsimulation for modeling bi-directional pedestrian walkways," Transportation Research Part B: Methodological, Elsevier, vol. 35(3), pages 293-312, March.
    9. Nagai, Ryoichi & Fukamachi, Masahiro & Nagatani, Takashi, 2005. "Experiment and simulation for counterflow of people going on all fours," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 358(2), pages 516-528.
    10. Wang, Ziyang & Song, Bingxue & Qin, Yong & Jia, Limin, 2012. "Team-moving effect in bi-direction pedestrian flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(11), pages 3119-3128.
    11. Fukamachi, Masahiro & Nagatani, Takashi, 2007. "Sidle effect on pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 377(1), pages 269-278.
    12. Muramatsu, Masakuni & Irie, Tunemasa & Nagatani, Takashi, 1999. "Jamming transition in pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 267(3), pages 487-498.
    13. Burstedde, C & Klauck, K & Schadschneider, A & Zittartz, J, 2001. "Simulation of pedestrian dynamics using a two-dimensional cellular automaton," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 295(3), pages 507-525.
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    4. Tao, Y.Z. & Dong, L.Y., 2017. "A Cellular Automaton model for pedestrian counterflow with swapping," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 475(C), pages 155-168.

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