Waiting pedestrians in the social force model

被引:60
作者
Johansson, Fredrik [1 ,2 ]
Peterson, Anders [2 ]
Tapani, Andreas [1 ,2 ]
机构
[1] Swedish Natl Rd & Transport Res Inst VTI, SE-58195 Linkoping, Sweden
[2] Linkoping Univ, Dept Sci & Technol ITN, SE-60174 Norrkoping, Sweden
关键词
Social force model; Waiting pedestrians; Microscopic simulation; DYNAMICS; SIMULATIONS; ESCAPE;
D O I
10.1016/j.physa.2014.10.003
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Microscopic simulation of pedestrian traffic is an important and increasingly popular method to evaluate the performance of existing or proposed infrastructure. The social force model is a common model in simulations, describing the dynamics of pedestrian crowds given the goals of the simulated pedestrians encoded as their preferred velocities. The main focus of the literature has so far been how to choose the preferred velocities to produce realistic dynamic route choices for pedestrians moving through congested infrastructure. However, limited attention has been given the problem of choosing the preferred velocity to produce other behaviors, such as waiting, commonly occurring at, e.g., public transport interchange stations. We hypothesize that: (1) the inclusion of waiting pedestrians in a simulated scenario will significantly affect the level of service for passing pedestrians, and (2) the details of the waiting model affect the predicted level of service, that is, it is important to choose an appropriate model of waiting. We show that the treatment of waiting pedestrians have a significant impact on simulations of pedestrian traffic. We do this by introducing a series of extensions to the social force model to produce waiting behavior, and provide predictions of the model extensions that highlight their differences. We also present a sensitivity analysis and provide sufficient criteria for stability. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:95 / 107
页数:13
相关论文
共 27 条
[1]  
Curtis S., COMP VIS WORKSH ICCV, P128
[2]   Waiting zones for realistic modelling of pedestrian dynamics: A case study using two major German railway stations as examples [J].
Davidich, Maria ;
Geiss, Florian ;
Mayer, Hermann Georg ;
Pfaffinger, Alexander ;
Royer, Christian .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 37 :210-222
[3]   Room evacuation in the presence of an obstacle [J].
Frank, G. A. ;
Dorso, C. O. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (11) :2135-2145
[4]   Agent-based modeling of a multi-room multi-floor building emergency evacuation [J].
Ha, Vi ;
Lykotrafitis, George .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (08) :2740-2751
[5]   Self-organized pedestrian crowd dynamics: Experiments, simulations, and design solutions [J].
Helbing, D ;
Buzna, L ;
Johansson, A ;
Werner, T .
TRANSPORTATION SCIENCE, 2005, 39 (01) :1-24
[6]   Simulating dynamical features of escape panic [J].
Helbing, D ;
Farkas, I ;
Vicsek, T .
NATURE, 2000, 407 (6803) :487-490
[7]  
Helbing D, 2002, PEDESTRIAN AND EVACUATION DYNAMICS, P21
[8]   SOCIAL FORCE MODEL FOR PEDESTRIAN DYNAMICS [J].
HELBING, D ;
MOLNAR, P .
PHYSICAL REVIEW E, 1995, 51 (05) :4282-4286
[9]   Self-organizing pedestrian movement [J].
Helbing, D ;
Molnár, P ;
Farkas, IJ ;
Bolay, K .
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2001, 28 (03) :361-383
[10]  
Helbing D., 1997, Self Organization of Complex Structure: From Individual to Collective Dynamics, P569