DocumentCode :
679257
Title :
Towards application of automated planning in urban traffic control
Author :
Jimoh, Falilat ; Chrpa, L. ; Mccluskey, T.L. ; Shah, Shalin
Author_Institution :
Sch. of Comput. & Eng., Univ. of Huddersfield, Huddersfield, UK
fYear :
2013
fDate :
6-9 Oct. 2013
Firstpage :
985
Lastpage :
990
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.
Keywords :
feedback; planning; road traffic control; adaptive green phase; automated planning technique; feed-back algorithm; flexible coordination; road traffic network; self-managing systems; temporal planning problem; urban traffic control system; Artificial neural networks; Cognition; Control systems; Junctions; Navigation; Planning; Roads;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
Type :
conf
DOI :
10.1109/ITSC.2013.6728360
Filename :
6728360
Link To Document :
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