Motorway traffic state estimation based on extended Kalman filter

URI	http://purl.tuc.gr/dl/dias/8A4F738C-A76F-45D8-AE36-552A29016F12	-
Γλώσσα	en	-
Τίτλος	Motorway traffic state estimation based on extended Kalman filter	en
Δημιουργός	Wang, Y.	en
Δημιουργός	Papageorgiou Markos	en
Δημιουργός	Παπαγεωργιου Μαρκος	el
Δημιουργός	Messmer, A.	en
Εκδότης	Institute of Electrical and Electronics Engineers	en
Περίληψη	This paper addresses the design of traffic state estimator for traffic flow in motorway stretches. Motorway traffic dynamics is modelled by a stochastic macroscopic traffic flow model, while a traffic state estimator is designed based on the extended-Kalman-filtering methodology. Besides the estimation of normal traffic variables, the developed traffic state estimator deals with the on-line estimation of unknown model parameters. Simulation investigations were conducted to test the traffic state estimator under various traffic conditions in a motorway stretch.	en
Τύπος	Πλήρης Δημοσίευση σε Συνέδριο	el
Τύπος	Conference Full Paper	en
Άδεια Χρήσης	http://creativecommons.org/licenses/by/4.0/	en
Ημερομηνία	2015-11-20	-
Ημερομηνία Δημοσίευσης	2003	-
Βιβλιογραφική Αναφορά	Y. Wang, M. Papageorgiou, A. Messmer, "Motorway traffic state estimation based on extended Kalman filter," in 2003 European Control Conference (ECC), pp. 1934 - 1939.	en

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