Modeling group structures in pedestrian crowd simulation

被引:132
作者
Qiu, Fasheng [1 ]
Hu, Xiaolin [1 ]
机构
[1] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
关键词
Pedestrian crowd simulation; Group structures; Intra-group structure; Inter-group relationship; EVACUATION; FLOW;
D O I
10.1016/j.simpat.2009.10.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Grouping is a common phenomenon in pedestrian crowds and plays important roles ill affecting crowd behavior. Group modeling is still an open challenging problem and has not been incorporated by existing crowd Simulation models. Motivated by the need of group modeling for crowd behavior simulation, this paper presents a unified and well-defined framework for modeling tire structure aspect of different groups in pedestrian crowds. Both intra-group structure and inter-group relationships are considered and their effects on the crowd behavior are modeled. Based on this framework, an agent-based crowd Simulation system is developed and crowd behavior simulations using two different group structures are presented. The simulation results show that the developed framework allows different group structures to be easily modeled. Besides, different group sizes, intragroup structures and inter-group relationships can have significant impacts oil crowd behaviors. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:190 / 205
页数:16
相关论文
共 40 条
[1]   Discrete choice models of pedestrian walking behavior [J].
Antonini, Gianluca ;
Bierlaire, Michel ;
Weber, Mats .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2006, 40 (08) :667-687
[2]   NOT-SO-LONELY CROWD - FRIENDSHIP GROUPS IN COLLECTIVE BEHAVIOR [J].
AVENI, AF .
SOCIOMETRY, 1977, 40 (01) :96-99
[3]   Cellular automata microsimulation for modeling bi-directional pedestrian walkways [J].
Blue, VJ ;
Adler, JL .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2001, 35 (03) :293-312
[4]  
BRANISLAV U, 2001, P EUR WORKSH COMP AN, P163
[5]   Modeling individual behaviors in crowd simulation [J].
Braun, A ;
Musse, SR ;
de Oliveira, LPL ;
Bodmann, BEJ .
16TH INTERNATIONAL CONFERENCE ON COMPUTER ANIMATION AND SOCIAL AGENTS, PROCEEDINGS, 2003, :143-148
[6]   Experimental research of pedestrian walking behavior [J].
Daamen, W ;
Hoogendoorn, SP .
PEDESTRIANS AND BICYCLES 2003: SAFETY AND HUMAN PERFORMANCE, 2003, (1828) :20-30
[7]  
Durupinar Funda., 2008, AAMAS '08: Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems, P1217
[8]  
FRIDMAN N, 2007, P 22 AAAI C ART INT, P731
[9]   Cognitive complexity and dynamic personality in agent simulation [J].
Ghasem-Aghaee, Nasser ;
Oren, Tuncer I. .
COMPUTERS IN HUMAN BEHAVIOR, 2007, 23 (06) :2983-2997
[10]  
Helbing D, 2002, PEDESTRIAN AND EVACUATION DYNAMICS, P21