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Highway traffic state estimation with mixed connected and conventional vehicles: microscopic simulation-based testing

Fountoulakis Markos, Bekiaris-Liberis Nikolaos, Roncoli Claudio, Papageorgiou Markos, Papamichail Ioannis

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URIhttp://purl.tuc.gr/dl/dias/AA9CF390-7585-4DA6-848A-D16905D232B2-
Identifierhttps://ieeexplore.ieee.org/document/7795796/-
Identifierhttps://doi.org/10.1109/ITSC.2016.7795796-
Languageen-
Extent6 pagesen
TitleHighway traffic state estimation with mixed connected and conventional vehicles: microscopic simulation-based testingen
CreatorFountoulakis Markosen
CreatorΦουντουλακης Μαρκοςel
CreatorBekiaris-Liberis Nikolaosen
CreatorΜπεκιαρης-Λυμπερης Νικολαοςel
CreatorRoncoli Claudioen
CreatorRoncoli Claudioel
CreatorPapageorgiou Markosen
CreatorΠαπαγεωργιου Μαρκοςel
CreatorPapamichail Ioannisen
CreatorΠαπαμιχαηλ Ιωαννηςel
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryThis paper presents a thorough microscopic simulation investigation of a recently proposed methodology for highway traffic estimation in the presence of mixed traffic, i.e., traffic comprising both connected and conventional vehicles, which employs only average speed measurements stemming from connected vehicles and a limited number (sufficient to guarantee observability) of flow measurements from spot sensors. The estimation scheme is tested using the commercial traffic simulator Aimsun under various penetration rates of connected vehicles, employing a traffic scenario featuring congested as well as free-flow conditions. It is demonstrated that the estimation results are satisfactory, even for low penetration rates.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2018-07-02-
Date of Publication2016-
SubjectVehiclesen
SubjectRoad transportationen
SubjectEstimationen
SubjectMicroscopyen
SubjectSensorsen
SubjectVelocity measurementen
SubjectTestingen
Bibliographic CitationM. Fountoulakis, N. Bekiaris-Liberis, C. Roncoli, I. Papamichail and M. Papageorgiou, "Highway traffic state estimation with mixed connected and conventional vehicles: microscopic simulation-based testing," in 19th IEEE International Conference on Intelligent Transportation Systems, 2016, pp. 1761-1766. doi: 10.1109/ITSC.2016.7795796en

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