DocumentCode
507298
Title
Distributed Traffic Signal Control Approach Based on Multi-agent
Author
Cheng Xiangjun ; Yang Zhaoxia
Author_Institution
Traffic & Transp. Sch., Beijing Jiaotong Univ., Beijing, China
Volume
5
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
582
Lastpage
587
Abstract
This paper establishes a distributed and coordinated traffic signal control system based on multi-agent (DTCMAS), in which there is no control center. Each intersection is controlled by a local agent independently. In the meantime, the signal control agents improves the control effect of global network by communication and coordination among agents in adjacent intersections. Because every agent comprises knowledge-database and reasoning mechanism, the DTCMAS not only fully considers the information of fleets of cars and traffic conditions in around intersections, but also takes the realization of global optimizing for traffic control of road network into account and reduces the complexity of control algorithm greatly. The result of simulation shows that the DTCMAS signal control approach reduces 37.8% total stop delay of cars averagely than the fixed-time method and reduces 17.8% total stop delay of cars averagely than the actuated method under the same condition.
Keywords
multi-agent systems; traffic control; traffic engineering computing; adjacent intersection; control algorithm; coordinated traffic signal control system; distributed traffic signal control; fixed-time method; global network; knowledge database; multiagent; reasoning mechanism; road network control; signal control agent; traffic control center; Centralized control; Communication system control; Communication system traffic control; Control systems; Delay; Distributed control; Electronic mail; Roads; Traffic control; Transportation; distributed signal control; knowledge-base; multi-agent system; traffic simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3735-1
Type
conf
DOI
10.1109/FSKD.2009.536
Filename
5360554
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