Real-time estimation of origin-destination flows for actuation-controlled intersections

Yingyan Lou; Yafeng Yin

doi:10.1109/ITSC.2006.1706846

Real-time estimation of origin-destination flows for actuation-controlled intersections

Yingyan Lou
, Yafeng Yin

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Abstract

This paper presents a new method for the realtime estimation of origin-destination flows on isolated actuation-controlled signalized intersections in the presence of incomplete observations of exiting counts. To make full use of the information obtained from currently-installed loop detectors, a two-step optimization procedure is developed, different from the conventional generalized least squares formulation. Kalman filtering (constrained and unconstrained) is adopted to solve the models, and a numerical example is provided to verify the proposed formulation.

Original language	English (US)
Title of host publication	Proceedings of ITSC 2006
Subtitle of host publication	2006 IEEE Intelligent Transportation Systems Conference
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	827-832
Number of pages	6
ISBN (Print)	1424400945, 9781424400942
DOIs	https://doi.org/10.1109/ITSC.2006.1706846
State	Published - 2006
Externally published	Yes
Event	2006 IEEE Intelligent Transportation Systems Conference, ITSC 2006 - Toronto, ON, Canada Duration: Sep 17 2006 → Sep 20 2006

Publication series

Name	IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
ISSN (Print)	2153-0009
ISSN (Electronic)	2153-0017

Conference

Conference	2006 IEEE Intelligent Transportation Systems Conference, ITSC 2006
Country/Territory	Canada
City	Toronto, ON
Period	9/17/06 → 9/20/06

ASJC Scopus subject areas

General Engineering

Access to Document

10.1109/ITSC.2006.1706846

Cite this

Lou, Y., & Yin, Y. (2006). Real-time estimation of origin-destination flows for actuation-controlled intersections. In Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference (pp. 827-832). Article 1706846 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITSC.2006.1706846

Real-time estimation of origin-destination flows for actuation-controlled intersections. / Lou, Yingyan; Yin, Yafeng.
Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference. Institute of Electrical and Electronics Engineers Inc., 2006. p. 827-832 1706846 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lou, Y & Yin, Y 2006, Real-time estimation of origin-destination flows for actuation-controlled intersections. in Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference., 1706846, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, Institute of Electrical and Electronics Engineers Inc., pp. 827-832, 2006 IEEE Intelligent Transportation Systems Conference, ITSC 2006, Toronto, ON, Canada, 9/17/06. https://doi.org/10.1109/ITSC.2006.1706846

Lou Y, Yin Y. Real-time estimation of origin-destination flows for actuation-controlled intersections. In Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference. Institute of Electrical and Electronics Engineers Inc. 2006. p. 827-832. 1706846. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). doi: 10.1109/ITSC.2006.1706846

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AB - This paper presents a new method for the realtime estimation of origin-destination flows on isolated actuation-controlled signalized intersections in the presence of incomplete observations of exiting counts. To make full use of the information obtained from currently-installed loop detectors, a two-step optimization procedure is developed, different from the conventional generalized least squares formulation. Kalman filtering (constrained and unconstrained) is adopted to solve the models, and a numerical example is provided to verify the proposed formulation.

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Real-time estimation of origin-destination flows for actuation-controlled intersections

Abstract

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Conference

ASJC Scopus subject areas

Access to Document

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