Mathematic modeling and performance analysis of an adaptive congestion control in intelligent transportation systems

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dc.creatorNaja, Rola
dc.date2015-06-01
dc.date.accessioned2017-08-01T21:34:25Z
dc.date.available2017-08-01T21:34:25Z
dc.date.issued2017-08-01
dc.descriptionIn this paper, we develop a preventive congestion control mechanism applied at highway entrances and devised for Intelligent Transportation Systems (ITS). The proposed mechanism provides a vehicular admission control, regulates input traffic and performs vehicular traffic shaping. Our congestion control mechanism includes two classes of vehicles and is based on a specific priority ticket pool scheme with queue-length threshold scheduling policy, tailored to vehicular networks. In an attempt to cope with vehicular traffic fluctuation, we integrate an adaptation ticket generation module. The enhanced mechanism is then able to detect road congestion and provide performance metrics to road site units at the highway entrance. Mathematical modeling based on the embedded Markov chain method highlights the benefits of the proposed scheme. Performance analysis demonstrates the mechanism capability to accurately characterize road traffic congestion conditions, shape vehicular traffic and reduce travel time.
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dc.identifier.citationNAJA, R. Mathematic modeling and performance analysis of an adaptive congestion control in intelligent transportation systems. INFOCOMP Journal of Computer Science, Lavras, v. 14, n. 1, p. 38-49, jun. 2015.
dc.identifier.urihttps://repositorio.ufla.br/handle/1/15054
dc.publisherUniversidade Federal de Lavras (UFLA)
dc.relationhttp://www.dcc.ufla.br/infocomp/index.php/INFOCOMP/article/view/495/470
dc.rightsAttribution 4.0 International*
dc.rightsAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourceINFOCOMP; Vol 14 No 1 (2015): June, 2015; 38-49
dc.source1982-3363
dc.source1807-4545
dc.subjectIntelligent transport system
dc.subjectCongestion control
dc.subjectPerformance analysis
dc.subjectMobility model
dc.titleMathematic modeling and performance analysis of an adaptive congestion control in intelligent transportation systems
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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