Simulation of Pedestrian Behavior in the Collision-Avoidance Process considering Their Moving Preferences

被引:11
|
作者
Yuan, Zhilu [1 ]
Jia, Hongfei [1 ]
Zhang, Linfeng [1 ]
Bian, Lei [2 ,3 ]
机构
[1] Jilin Univ, Sch Transportat, Changchun 130022, Peoples R China
[2] Beijing Computat Sci Res Ctr, Beijing 100193, Peoples R China
[3] Peking Univ, Coll Engn, Beijing 100871, Peoples R China
关键词
SOCIAL FORCE MODEL; COUNTER-FLOW; LANE FORMATION; DRIVEN;
D O I
10.1155/2017/3678268
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Walking habits can affect the self-organizing movement in pedestrian flow. In China, pedestrians prefer to walk along the right-hand side in the collision-avoidance process, and the same is true for the left-hand preference that is followed in several countries. Through experiments with pedestrian flow, we find that the relative position between pedestrians can affect their moving preferences. We propose a kind of collision-avoidance force based on the social force model, which considers the predictions of potential conflict and the relative position between pedestrians. In the simulation, we use the improved model to explore the effect of moving preference on the collision-avoidance process and self-organizing pedestrian movement. We conclude that the improved model can bring the simulation closer to reality and that moving preference is conducive to the self-adjustment of counterflow.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Stereo-Based Pedestrian Detection for Collision-Avoidance Applications
    Nedevschi, Sergiu
    Bota, Silviu
    Tomiuc, Corneliu
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2009, 10 (03) : 380 - 391
  • [2] Collision-avoidance motion planning amidst multiple moving objects
    Hwang, KS
    Chao, HJ
    Lin, JH
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 1999, 15 (05) : 715 - 736
  • [3] COLLISION-AVOIDANCE OF FLYING LOCUSTS - STEERING TORQUES AND BEHAVIOR
    ROBERTSON, RM
    JOHNSON, AG
    JOURNAL OF EXPERIMENTAL BIOLOGY, 1993, 183 : 35 - 60
  • [4] THE UNCERTAINTY AND UNCOORDINATION OF MARINERS BEHAVIOR IN COLLISION-AVOIDANCE AT SEA
    ZHAO, J
    PRICE, WG
    WILSON, PA
    TAN, M
    JOURNAL OF NAVIGATION, 1995, 48 (03): : 425 - 435
  • [5] A humanoid collision-avoidance strategy considering a large sideslip angle state
    Zheng, Kangqiang
    Zhou, Bing
    Wu, Xiaojian
    Chai, Tian
    Pan, Qianxi
    CONTROL ENGINEERING PRACTICE, 2023, 138
  • [6] A Predictive Collision Avoidance Model for Pedestrian Simulation
    Karamouzas, Ioannis
    Heil, Peter
    van Beek, Pascal
    Overmars, Mark H.
    MOTION IN GAMES, PROCEEDINGS, 2009, 5884 : 41 - 52
  • [7] COLLISION-AVOIDANCE TRAJECTORY PLANNING USING TUBE CONCEPT - ANALYSIS AND SIMULATION
    SUH, SH
    BISHOP, AB
    JOURNAL OF ROBOTIC SYSTEMS, 1988, 5 (06): : 497 - 525
  • [8] Active Collision Avoidance Strategy Considering Motion Uncertainty of the pedestrian
    Feng, Jian
    Wang, Chunyan
    Xu, Can
    Kuang, Dengming
    Zhao, Wanzhong
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (04) : 3543 - 3555
  • [9] Implementation Resource Allocation for Collision-Avoidance Assistance Systems Considering Driver Capabilities
    Wang, Zejiang
    Cosio, Adrian
    Wang, Junmin
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (08) : 12822 - 12832
  • [10] A collision avoidance model for two-pedestrian groups: Considering random avoidance patterns
    Zhou, Zhuping
    Cai, Yifei
    Ke, Ruimin
    Yang, Jiwei
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 475 : 142 - 154