DocumentCode :
2297712
Title :
An Agent Approach for Intelligent Traffic-Light Control
Author :
Hirankitti, Visit ; Krohkaew, Jaturapith
Author_Institution :
Dept. of Comput. Eng., King Mongkut´´s Inst. of Tech., Bangkok
fYear :
2007
fDate :
27-30 March 2007
Firstpage :
496
Lastpage :
501
Abstract :
In this paper we have adopted an agent approach for traffic light control. According to this approach, our system consists of agents and their world. In the traffic context, the world consists of cars, road networks, traffic lights, etc. Each of these agents controls all traffic lights at a road junction by an observe-think-act cycle. That is, the agent repeatedly observes the current traffic condition at the junction, it then uses this information to reason with condition-action rules to determine how the agent should act in what traffic condition, and finally it performs those actions in order to efficiently manage the traffic flows. We have also developed a NetLogo-based traffic simulator to serve as the agents´ world. Our approach is experimented with traffic control of a few connected junctions and the result obtained is promising; it can reduce the average delayed time of each car at each traffic-light near a junction rather substantially when compared with other approaches
Keywords :
multi-agent systems; road traffic; simulation; traffic control; traffic engineering computing; NetLogo-based traffic simulator; agents; intelligent traffic-light control; road junction; Communication system traffic control; Computational modeling; Delay effects; Engines; Intelligent agent; Intelligent control; Intelligent transportation systems; Lighting control; Roads; Traffic control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modelling & Simulation, 2007. AMS '07. First Asia International Conference on
Conference_Location :
Phuket
Print_ISBN :
0-7695-2845-7
Type :
conf
DOI :
10.1109/AMS.2007.11
Filename :
4148710
Link To Document :
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