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
Link To Document :
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