DocumentCode
2248590
Title
Multi-agent control of traffic networks: Algorithm and case study
Author
van Katwijk, R.T. ; De Schutter, B. ; Hellendoorn, J.
Author_Institution
Netherlands Organ. for Appl. Sci. Res., TNO, Delft, Netherlands
fYear
2009
fDate
4-7 Oct. 2009
Firstpage
1
Lastpage
6
Abstract
As more and more traffic control instruments are installed, the probability increases that conflicts will arise or that coordination opportunities are lost when various traffic control measures are applied in the same area. Traffic control instruments can thus no longer be considered separately, but have to be considered as part of a larger network. By modeling the separate measures as intelligent agents, the actions of the individual instruments can be coordinated. By coordinating neighboring traffic control instruments, it can be prevented that they impede each other and one can realize that they function better as a whole. This paper proposes a procedure through which coordination between traffic control instruments can be achieved. We also illustrate the benefits of this multi-agent coordination approach for a simulation based case study for the N470 arterial near Delft, The Netherlands, in which the new coordination approach is combined with a recently proposed block-based look-ahead traffic-adaptive control algorithm.
Keywords
adaptive control; computational complexity; intelligent control; multi-agent systems; traffic control; block based look-ahead traffic adaptive control algorithm; traffic control instrument; traffic networks multi-agent control; Area measurement; Communication system traffic control; Control systems; Instruments; Intelligent networks; Intelligent transportation systems; Iterative algorithms; Optimal control; Road safety; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2009. ITSC '09. 12th International IEEE Conference on
Conference_Location
St. Louis, MO
Print_ISBN
978-1-4244-5519-5
Electronic_ISBN
978-1-4244-5520-1
Type
conf
DOI
10.1109/ITSC.2009.5309676
Filename
5309676
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