DocumentCode :
2571731
Title :
A flexible model for real-time crowd simulation
Author :
Rossmann, Jürgen ; Hempe, Nico ; Tietjen, Philipp
Author_Institution :
Inst. of Man-Machine Interaction, RWTH Aachen Univ., Aachen, Germany
fYear :
2009
fDate :
11-14 Oct. 2009
Firstpage :
2085
Lastpage :
2090
Abstract :
This paper will introduce the generic concept of a multi-agent based crowd simulation prototype. The prototype consists of many distinct components that contribute to the system as a whole. Based on the criteria for a human agent model, the agent´s module-based, layered architecture is introduced. Subsequently, a closer examination of each module reveals a detailed insight into the agent´s architecture. The examined modules are: The agent´s finite state machine, its steering behavior, its locomotion model, the path planner and the messaging capability. Finally, with respect to the simulation´s general architecture, the optimization techniques to further improve the simulation´s runtime performance are discussed. This is especially important, since the simulation should run at interactive frame rates and allow the simulation of as many agents as possible for scalability reasons. The investigated optimization techniques are multi-threading and cell space partitioning. The simulation is implemented in our 3D simulation system VEROSIM, which also handles 3D graphics to visualize the results in real-time.
Keywords :
data visualisation; digital simulation; multi-agent systems; multi-threading; optimisation; 3D graphics; 3D simulation system VEROSIM; agent architecture; agent finite state machine; cell space partitioning; data visualization; interactive frame rates; locomotion model; multiagent based crowd simulation prototype; multithreading; optimization techniques; path planner; software design; Application software; Automata; Decision making; Humans; Man machine systems; Management training; Real time systems; Runtime; Virtual prototyping; Visualization; Multi-agent simulation; interactive simulation; multi-threading; software design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2009.5346308
Filename :
5346308
Link To Document :
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