Title :
Analysis on the Fidelity of Pedestrian Simulation Models
Author :
Weng Xiao-xiong ; Li Sheng-fu
Author_Institution :
Sch. of Civil Eng. & Transp., South China Univ. of Technol., Guangzhou, China
Abstract :
Pedestrian traffic system is a stochastic dynamic system with uncertainty cluster density, non-linear and the interaction among the individuals. Now computer dynamic simulation is one of the effective methods to study the mechanical characteristics of pedestrian flow in the public buildings. Aimed at the problems that under the same scene different software tools used in pedestrian simulation may lead to different results, the paper analyses the differences of the simulation software models in performance. Furthermore, it explains the reasons of the errors with discrete space resulting to the simulation. With comparing experimental data and simulation results of the travel time in the passageway of metro station, it shown that the performance of pedestrian traffic simulation is closely related to the building environment. The case results showed that the fidelity that multi-agent simulation model of continuous vector space for reproducing pedestrian behaviors in complex passageway can reach up to 87%.
Keywords :
multi-agent systems; stochastic systems; traffic engineering computing; computer dynamic simulation; metro station passageway; multiagent simulation model; pedestrian flow; pedestrian simulation models; pedestrian traffic system; simulation software models; software tools; stochastic dynamic system; traffic engineering; uncertainty cluster density; Accuracy; Analytical models; Buildings; Computational modeling; Simulation; Software tools; Turning;
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2011 Asia-Pacific
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6253-7
DOI :
10.1109/APPEEC.2011.5748716