Towards application of automated planning in urban traffic control

Jimoh, F., Chrpa, L., McCluskey, T.L. and Shah, S. 2013. Towards application of automated planning in urban traffic control. 16th International IEEE Conference on Intelligent Transportation Systems (ITSC). Kurhaus, The Hague, The Netherlands 06 - 09 Oct 2013 IEEE . https://doi.org/10.1109/ITSC.2013.6728360

TitleTowards application of automated planning in urban traffic control
AuthorsJimoh, F., Chrpa, L., McCluskey, T.L. and Shah, S.
TypeConference paper
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.

Year2013
Conference16th International IEEE Conference on Intelligent Transportation Systems (ITSC)
PublisherIEEE
Publication dates
Published in print2013
Published online30 Jan 2014
Journal16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)
ISBN9781479929153
9781479929146
Digital Object Identifier (DOI)https://doi.org/10.1109/ITSC.2013.6728360

Related outputs

Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring
Ramasamy, L.K., Khan, F., Shah, M., Prasad , B.V.V.S., Iwendi, C. and Biamba, C. 2022. Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring. Sensors. 22 (3) 1076. https://doi.org/10.3390/s22031076

Understanding Awareness of Cyber Security Threat Among IT Employees
Al-Mohannadi, H., Awan, I., Al Hamar, J., Al Hamar, Y., Shah, M. and Musa, A. 2018. Understanding Awareness of Cyber Security Threat Among IT Employees. 2018 6th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW). Barcelona, Spain 06 - 08 Aug 2018 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/W-FiCloud.2018.00036

Knowledge engineering techniques for automated planning
Shah, M. 2014. Knowledge engineering techniques for automated planning. PhD thesis University of Huddersfield

Exploring knowledge engineering strategies in designing and modelling a road traffic accident management domain
Shah, M. 2013. Exploring knowledge engineering strategies in designing and modelling a road traffic accident management domain. IJCAI '13: Twenty-Third international joint conference on Artificial Intelligence. Beijing, China 03 - 09 Aug 2013 AAAI Press. https://doi.org/10.5555/2540128.2540469

Knowledge engineering tools in planning: State-of-the-art and future challenges
Shah, M., Chrpa, L., Jimoh, F., Kitchin, D.E., McCluskey, T.L., Parkinson, S. and Vallati, M. 2013. Knowledge engineering tools in planning: State-of-the-art and future challenges. Barták, R., Fratini, S., McCluskey, L. and Vaquero, T. (ed.) 4th Workshop on Knowledge Engineering for Planning and Scheduling (KEPS). Rome, Italy 10 Jun 2013

OCL Plus: Processes and Events in Object-Centred Planning
Shah, S., Chrpa, L., Gregory, P., McCluskey, T.L. and Jimoh, F. 2012. OCL Plus: Processes and Events in Object-Centred Planning. in: STAIRS 2012: Proceedings of the Sixth Starting AI Researchers' Symposium IOS Press.

Modelling road traffic incident management problems for automated planning
Shah, M., McCluskey, T.L., Gregory, P. and Jimoh, F. 2012. Modelling road traffic incident management problems for automated planning. IFAC Proceedings Volumes. 45 (24), pp. 360-365. https://doi.org/10.3182/20120912-3-BG-2031.00075

A study of synthesizing artificial intelligence (AI) planning domain models by using object constraints
Shah, M., McCluskey, T.L. and West, M.M. 2009. A study of synthesizing artificial intelligence (AI) planning domain models by using object constraints. in: Proceedings of Computing and Engineering Annual Researchers' Conference 2009: CEARC’09 University of Huddersfield. pp. 64-69

An Investigation into Using Object Constraints to Synthesize Planning Domain Models
Shah, M. 2009. An Investigation into Using Object Constraints to Synthesize Planning Domain Models. 19th International Conference on Automated Planning and Scheduling: Doctoral Consortium. Thessaloniki, Greece 19 - 23 Sep 2009

Permalink - https://westminsterresearch.westminster.ac.uk/item/vw270/towards-application-of-automated-planning-in-urban-traffic-control


Share this

Usage statistics

9 total views
0 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.