ESTIMATION OF STATE AND PARAMETERS OF TRAFFIC SYSTEM

Pavla Pecherková, Jitka Homolová, Jindřich Duník

2007

Abstract

This paper deals with the problem of traffic flow modelling and state estimation for historical urban areas. The most important properties of the traffic system are described. Then the model of the traffic system is presented. The weakness of the model is pointed out and subsequently rectified. Various estimation and identification techniques, used in the traffic problem, are introduced. The performance of various filters is validated, using the derived model and synthetic and real data coming from the center of Prague, with respect to filter accuracy and complexity.

Paper Citation

in Harvard Style

Pecherková P., Homolová J. and Duník J. (2007). ESTIMATION OF STATE AND PARAMETERS OF TRAFFIC SYSTEM . In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO, ISBN 978-972-8865-83-2, pages 223-228. DOI: 10.5220/0001648402230228

in Bibtex Style

@conference{icinco07,
author={Pavla Pecherková and Jitka Homolová and Jindřich Duník},
title={ESTIMATION OF STATE AND PARAMETERS OF TRAFFIC SYSTEM},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO,},
year={2007},
pages={223-228},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001648402230228},
isbn={978-972-8865-83-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO,
TI - ESTIMATION OF STATE AND PARAMETERS OF TRAFFIC SYSTEM
SN - 978-972-8865-83-2
AU - Pecherková P.
AU - Homolová J.
AU - Duník J.
PY - 2007
SP - 223
EP - 228
DO - 10.5220/0001648402230228