Extended social force model with a dynamic navigation field for bidirectional pedestrian flow

被引：28
|
作者：
Jiang, Yan-Qun [1 ]
Chen, Bo-Kui [2 ]
Wang, Bing-Hong [3 ,4 ]
Wong, Weng-Fai [2 ]
Cao, Bing-Yang [5 ]
机构：
[1] Southwest Univ Sci & Technol, Sch Sci, Mianyang 621000, Peoples R China
[2] Natl Univ Singapore, Sch Comp, Singapore 117417, Singapore
[3] Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Anhui, Peoples R China
[4] Univ Sci & Technol China, Nonlinear Sci Ctr, Hefei 230026, Anhui, Peoples R China
[5] Tsinghua Univ, Dept Engn Mech, Key Lab Thermal Sci & Power Engn, Minist Educ, Beijing 100084, Peoples R China
来源：
FRONTIERS OF PHYSICS | 2017年 / 12卷 / 05期
基金：
中国国家自然科学基金;
关键词：
bidirectional pedestrian flow; social force model; dynamic navigation field; collective phenomena; complex systems; JAMMING TRANSITION; COUNTER FLOW; SIMULATION;
D O I：
10.1007/s11467-017-0689-3
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
An extended social force model with a dynamic navigation field is proposed to study bidirectional pedestrian movement. The dynamic navigation field is introduced to describe the desired direction of pedestrian motion resulting from the decision-making processes of pedestrians. The macroscopic fundamental diagrams obtained using the extended model are validated against camera-based observations. Numerical results show that this extended model can reproduce collective phenomena in pedestrian traffic, such as dynamic multilane flow and stable separate-lane flow. Pedestrians' path choice behavior significantly affects the probability of congestion and the number of self-organized lanes.
引用
收藏
页数：9
相关论文
共 50 条
  • [1] Extended social force model with a dynamic navigation field for bidirectional pedestrian flow
    Yan-Qun Jiang
    Bo-Kui Chen
    Bing-Hong Wang
    Weng-Fai Wong
    Bing-Yang Cao
    [J]. Frontiers of Physics, 2017, 12
  • [2] Dynamic navigation field in the social force model for pedestrian evacuation
    Jiang, Yanqun
    Chen, Bokui
    Li, Xi
    Ding, Zhongjun
    [J]. APPLIED MATHEMATICAL MODELLING, 2020, 80 : 815 - 826
  • [3] Destination and route choice models for bidirectional pedestrian flow based on the social force model
    Cao Ning-bo
    Qu Zhao-wei
    Chen Yong-heng
    Zhao Li-ying
    Song Xian-min
    Bai Qiao-wen
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2017, 11 (09) : 537 - 545
  • [4] AN INTEGRATED PEDESTRIAN BEHAVIOR MODEL BASED ON EXTENDED DECISION FIELD THEORY AND SOCIAL FORCE MODEL
    Xi, Hui
    Son, Young-Jun
    Lee, Seungho
    [J]. PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE, 2010, : 824 - 836
  • [5] An extended social force model for pedestrian evacuation under disturbance fluctuation force
    Wei Juan
    Fan Wenjie
    Guo Yangyong
    Hu Jun
    Fang Yuanyuan
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2020, 31 (07):
  • [6] A macroscopic approach for calibration and validation of a modified social force model for bidirectional pedestrian streams
    Taherifar, Neda
    Hamedmoghadam, Homayoun
    Sree, Sushmitha
    Saberi, Meead
    [J]. TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2019, 15 (02) : 1637 - 1661
  • [7] An Extended Social Force Model via Pedestrian Heterogeneity Affecting the Self-Driven Force
    Wu, Wenhan
    Chen, Maoyin
    Li, Jinghai
    Liu, Binglu
    Zheng, Xiaoping
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 7974 - 7986
  • [8] Fundamental diagrams for pedestrian flows in a channel via an extended social force model
    Yan-fang Wei
    Dong-kai Lan
    Li-yun Dong
    [J]. Journal of Hydrodynamics, 2018, 30 : 950 - 957
  • [9] Fundamental diagrams for pedestrian flows in a channel via an extended social force model
    韦艳芳
    蓝冬恺
    董力耘
    [J]. Journal of Hydrodynamics, 2018, 30 (05) : 950 - 957
  • [10] Fundamental diagrams for pedestrian flows in a channel via an extended social force model
    Wei, Yan-fang
    Lan, Dong-kai
    Dong, Li-yun
    [J]. JOURNAL OF HYDRODYNAMICS, 2018, 30 (05) : 950 - 957
12345