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Please use this identifier to cite or link to this item: https://www.um.edu.mt/library/oar/handle/123456789/29233
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dc.contributor.authorChetcuti Zammit, Luana-
dc.contributor.authorFabri, Simon G.-
dc.contributor.authorScerri, Kenneth-
dc.date.accessioned2018-04-16T14:16:21Z-
dc.date.available2018-04-16T14:16:21Z-
dc.date.issued2016-
dc.identifier.citationChetcuti Zammit, L., Fabri, S. G., & Scerri, K. (2016). Joint state and parameter estimation for a macro traffic junction model. 24th Mediterranean Conference on Control and Automation (MED), Athens. 1152-1157.en_GB
dc.identifier.urihttps://www.um.edu.mt/library/oar//handle/123456789/29233-
dc.description.abstractTo contribute towards the autonomic properties of traffic light systems, a self-estimation algorithm is presented to jointly estimate the states describing the traffic flow dynamics in a junction under different traffic conditions, with model parameters and measurement and process noise. The novel proposed algorithm, based on the Expectation-Maximization algorithm, makes use of a sliding window over time, to estimate junction traffic conditions in quasi real-time. The proposed model and algorithm are validated on a signalized 3-arm junction within the traffic network of Malta.en_GB
dc.language.isoenen_GB
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_GB
dc.rightsinfo:eu-repo/semantics/restrictedAccessen_GB
dc.subjectExpectation-maximization algorithmsen_GB
dc.subjectIntelligent transportation systemsen_GB
dc.subjectTraffic engineering -- Data processingen_GB
dc.titleJoint state and parameter estimation for a macro traffic junction modelen_GB
dc.typeconferenceObjecten_GB
dc.rights.holderThe copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holderen_GB
dc.bibliographicCitation.conferencename24th Mediterranean Conference on Control and Automation (MED)en_GB
dc.bibliographicCitation.conferenceplaceAthens, Greece, 21-24/06/2016en_GB
dc.description.reviewedpeer-revieweden_GB
dc.identifier.doi10.1109/MED.2016.7535863-
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