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