Title :
A multi-agent coordinate model for urban traffic signal control
Author :
Dai, Yuanhui ; Duan, Houli ; Li, Zhiheng ; Zhang, Zuo
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
Traffic system is time-varying and complicated so that traditional signal control methods can´t meet the demand of modern traffic management. This paper proposes a novel control model with multi-agent architecture to improve the traffic signal control efficiency and relieve traffic congestion. First, we present the structure of a single agent which consists of sense module, execution module, communication module, data center, experience base, extended base, decision logic and optimizer. And then we present the message-passing and control mechanism of the multi-agent system. Finally, the simulation results prove the feasibility and effectiveness of the signal control mechanism with multi-agent structure over traffic networks.
Keywords :
control engineering computing; message passing; modules; multi-agent systems; time-varying systems; traffic control; traffic engineering computing; communication module; data center; decision logic; execution module; message passing system; multiagent coordinate model; sense module; time varying system; traffic congestion; traffic management; urban traffic signal control; Automatic control; Automation; Communication system traffic control; Conference management; Control systems; Distributed control; Multiagent systems; Research and development; Time varying systems; Traffic control;
Conference_Titel :
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-5195-1
Electronic_ISBN :
1948-3449
DOI :
10.1109/ICCA.2010.5524441