TY - JOUR
T1 - Multi-agent based modeling and simulation of microscopic traffic in virtual reality system
AU - Yu, Yue
AU - El Kamel, Abdelkader
AU - Gong, Guanghong
AU - Li, Fengxia
PY - 2014/6
Y1 - 2014/6
N2 - Traffic simulation in virtual reality system plays an important part in the research of microscopic traffic behavior, but developing the traffic simulation is a difficult work because of its inherent complexity. This article focuses on the modeling and simulation of microscopic traffic behavior in virtual reality system using multi-agent technology, a hierarchical modular modeling methodology and distributed simulation. Besides, the dynamic features of the real world have been considered in the simulation system in order to improve the microscopic traffic analysis. First, the multi-agent based system framework is designed and analyzed. Then, the environment agent and the intelligent vehicle agent are presented for the simulation of interaction between vehicles and environment, especially the road geometry and wind affect on the vehicle. Finally, the application results are presented to show the feasibility of the proposed method.
AB - Traffic simulation in virtual reality system plays an important part in the research of microscopic traffic behavior, but developing the traffic simulation is a difficult work because of its inherent complexity. This article focuses on the modeling and simulation of microscopic traffic behavior in virtual reality system using multi-agent technology, a hierarchical modular modeling methodology and distributed simulation. Besides, the dynamic features of the real world have been considered in the simulation system in order to improve the microscopic traffic analysis. First, the multi-agent based system framework is designed and analyzed. Then, the environment agent and the intelligent vehicle agent are presented for the simulation of interaction between vehicles and environment, especially the road geometry and wind affect on the vehicle. Finally, the application results are presented to show the feasibility of the proposed method.
KW - Microscopic traffic behavior
KW - Multi-agent
KW - Traffic simulation
KW - Virtual reality
UR - http://www.scopus.com/inward/record.url?scp=84900032172&partnerID=8YFLogxK
U2 - 10.1016/j.simpat.2014.04.001
DO - 10.1016/j.simpat.2014.04.001
M3 - Article
AN - SCOPUS:84900032172
SN - 1569-190X
VL - 45
SP - 62
EP - 79
JO - Simulation Modelling Practice and Theory
JF - Simulation Modelling Practice and Theory
ER -