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Modelling of Traffic Intensities
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SYSNO ASEP 0348647 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Modelling of Traffic Intensities Author(s) Dedecius, Kamil (UTIA-B) RID, ORCID
Nagy, Ivan (UTIA-B) RID, ORCID
Hofman, Radek (UTIA-B) RIDSource Title 18th Annual Conference Proceedings, Technical Computing Bratislava. - Bratislava : RT Systems s.r.o, 2010 - ISBN 978-80-970519-0-7 Pages s. 1-9 Number of pages 9 s. Action Technical Computing Bratislava Event date 20.10.2010-20.10.2010 VEvent location Bratislava Country SK - Slovakia Event type EUR Language eng - English Country SK - Slovakia Keywords traffic modelling ; autoregressive models ; traffic intensities Subject RIV BC - Control Systems Theory CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation The paper concerns the Bayesian modelling of tra c intensities measured in towns and cities. It proposes the use of a normal regressive model of low order, whose parameters (regression coe cients) are estimated using partial forgetting. This method allows to track the time varying parameters and respects the dierent variability rate of the absolute term modelling the mean value. The general theoretical concept of Bayesian modelling and parameter estimation is complemented with the theory related to the normal model in lieu. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2011
Number of the records: 1