Towards application of automated planning in urban traffic control

Falilat Jimoh, Lukas Chrpa, Thomas Leo McCluskey, Shahin Shah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Advanced urban traffic control systems are often based on feed-back algorithms. For instance, current traffic control systems often operate on the basis of adaptive green phases and flexible co-ordination in road (sub) networks based on measured traffic conditions. However, these approaches are still not very efficient during unforeseen situations such as road incidents when changes in traffic are requested in a short time interval. Therefore, we need self-managing systems that can plan and act effectively in order to restore an unexpected road traffic situations into the normal order. A significant step towards this is exploiting Automated Planning techniques which can reason about unforeseen situations in the road network and come up with plans (sequences of actions) achieving a desired traffic situation. In this paper, we introduce the problem of self-management of a road traffic network as a temporal planning problem in order to effectively navigate cars throughout a road network. We demonstrate the feasibility of such a concept and discuss our preliminary evaluation in order to identify strengths and weaknesses of our approach and point to some promising directions of future research.

LanguageEnglish
Title of host publication2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
Pages985-990
Number of pages6
DOIs
Publication statusPublished - 2013
Event16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes - The Hague, Netherlands
Duration: 6 Oct 20139 Oct 2013
Conference number: 2013

Conference

Conference16th International IEEE Conference on Intelligent Transportation Systems
Abbreviated title ITSC 2013
CountryNetherlands
CityThe Hague
Period6/10/139/10/13

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Traffic control
Control systems
Planning
Railroad cars
Feedback

Cite this

Jimoh, F., Chrpa, L., McCluskey, T. L., & Shah, S. (2013). Towards application of automated planning in urban traffic control. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 (pp. 985-990). [6728360] https://doi.org/10.1109/ITSC.2013.6728360
Jimoh, Falilat ; Chrpa, Lukas ; McCluskey, Thomas Leo ; Shah, Shahin. / Towards application of automated planning in urban traffic control. 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. pp. 985-990
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Jimoh, F, Chrpa, L, McCluskey, TL & Shah, S 2013, Towards application of automated planning in urban traffic control. in 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013., 6728360, pp. 985-990, 16th International IEEE Conference on Intelligent Transportation Systems, The Hague, Netherlands, 6/10/13. https://doi.org/10.1109/ITSC.2013.6728360

Towards application of automated planning in urban traffic control. / Jimoh, Falilat; Chrpa, Lukas; McCluskey, Thomas Leo; Shah, Shahin.

2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 985-990 6728360.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Jimoh F, Chrpa L, McCluskey TL, Shah S. Towards application of automated planning in urban traffic control. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 985-990. 6728360 https://doi.org/10.1109/ITSC.2013.6728360