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DC Field | Value | Language |
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dc.contributor.author | Chetcuti Zammit, Luana | - |
dc.contributor.author | Fabri, Simon G. | - |
dc.contributor.author | Scerri, Kenneth | - |
dc.date.accessioned | 2018-04-16T14:11:55Z | - |
dc.date.available | 2018-04-16T14:11:55Z | - |
dc.date.issued | 2017 | - |
dc.identifier.citation | Zammit, L. C., Fabri, S. G., & Scerri, K. (2017). Online state and parameter estimation for a 4-arm traffic junction. 25th Mediterranean Conference on Control and Automation (MED), Valletta. 737-742. | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar//handle/123456789/29228 | - |
dc.description.abstract | An online self-estimation algorithm is developed to jointly estimate the states describing the traffic flow dynamics in a signalized junction under different traffic conditions, together with model parameters and their uncertainties. The proposed novel methodology is based on the Expectation-Maximization algorithm and Robbins-Monro stochastic approximation. The algorithm is validated by simulating a typical signalized 4-arm junction. This algorithm could form part of an adaptive control loop for traffic light systems that is able to autonomously adjust to changing traffic conditions. | en_GB |
dc.language.iso | en | en_GB |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_GB |
dc.rights | info:eu-repo/semantics/restrictedAccess | en_GB |
dc.subject | Expectation-maximization algorithms | en_GB |
dc.subject | Traffic engineering -- Data processing | en_GB |
dc.subject | Intelligent transportation systems | en_GB |
dc.title | Online state and parameter estimation for a 4-arm traffic junction | en_GB |
dc.type | conferenceObject | en_GB |
dc.rights.holder | The 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 holder | en_GB |
dc.bibliographicCitation.conferencename | 25th Mediterranean Conference on Control and Automation (MED) | en_GB |
dc.bibliographicCitation.conferenceplace | Valletta, Malta, 03-06/07/2017 | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
dc.identifier.doi | 10.1109/MED.2017.7984206 | - |
Appears in Collections: | Scholarly Works - FacEngSCE |
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File | Description | Size | Format | |
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Online_state_and_parameter_estimation_for_a_4-arm_traffic_junction.pdf Restricted Access | 698.14 kB | Adobe PDF | View/Open Request a copy |
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