DocumentCode
3222241
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
fYear
2010
fDate
9-11 June 2010
Firstpage
1882
Lastpage
1887
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location
Xiamen
ISSN
1948-3449
Print_ISBN
978-1-4244-5195-1
Electronic_ISBN
1948-3449
Type
conf
DOI
10.1109/ICCA.2010.5524441
Filename
5524441
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