Travel time collection and traffic monitoring via GPS technologies

Young Ji Byon; Amer Shalaby; Baher Abdulhai

doi:10.1109/itsc.2006.1706820

Travel time collection and traffic monitoring via GPS technologies

Young Ji Byon
, Amer Shalaby
, Baher Abdulhai

Civil & Environmental Engineering

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

34 Scopus citations

Abstract

Recently, GPS (Global Positioning System) technologies have been increasingly used in various applications of transportation planning and operations. When combined with GIS (Geographic Information Systems), GPS data can be matched with spatial map features such as highways and roads for monitoring traffic conditions on those links. As one such application, GISTT (GPS-GIS Integrated System for Travel Time Surveys) was developed. GISTT collects and analyses traffic conditions of links by monitoring speed of probe vehicle(s) and then estimates travel time data both in static and dynamic modes. The static mode refers to the case of offline processing of GPS data from previously dispatched GPS-equipped vehicles to specified road links. The dynamic mode refers to the real time monitoring of speed on the links using a GPS-Wireless Internet-equipped probe vehicle. GISTT is tested in various field tests and the results are found to be promising. Furthermore, the GISTT is to be extended by incorporating more complex dynamic algorithms to provide reliable real time traffic conditions. This paper sets a framework of the extended GISTT that contains algorithm to monitor traffic conditions by processing massive data from multiple GPS probes or GPS-enabled-cell-phones in real time. The algorithm involves identifying the traveling mode based on patterns found in relatively short time frame.

Original language	British English
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	677-682
Number of pages	6
ISBN (Print)	1424400945, 9781424400942
DOIs	https://doi.org/10.1109/itsc.2006.1706820
State	Published - 2006
Event	ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference - Toronto, ON, Canada Duration: 17 Sep 2006 → 20 Sep 2006

Publication series

Name	IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Conference

Conference	ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference
Country/Territory	Canada
City	Toronto, ON
Period	17/09/06 → 20/09/06

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

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10.1109/itsc.2006.1706820

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Byon, Y. J., Shalaby, A., & Abdulhai, B. (2006). Travel time collection and traffic monitoring via GPS technologies. In Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference (pp. 677-682). Article 1706820 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/itsc.2006.1706820

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abstract = "Recently, GPS (Global Positioning System) technologies have been increasingly used in various applications of transportation planning and operations. When combined with GIS (Geographic Information Systems), GPS data can be matched with spatial map features such as highways and roads for monitoring traffic conditions on those links. As one such application, GISTT (GPS-GIS Integrated System for Travel Time Surveys) was developed. GISTT collects and analyses traffic conditions of links by monitoring speed of probe vehicle(s) and then estimates travel time data both in static and dynamic modes. The static mode refers to the case of offline processing of GPS data from previously dispatched GPS-equipped vehicles to specified road links. The dynamic mode refers to the real time monitoring of speed on the links using a GPS-Wireless Internet-equipped probe vehicle. GISTT is tested in various field tests and the results are found to be promising. Furthermore, the GISTT is to be extended by incorporating more complex dynamic algorithms to provide reliable real time traffic conditions. This paper sets a framework of the extended GISTT that contains algorithm to monitor traffic conditions by processing massive data from multiple GPS probes or GPS-enabled-cell-phones in real time. The algorithm involves identifying the traveling mode based on patterns found in relatively short time frame.",

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Byon, YJ, Shalaby, A & Abdulhai, B 2006, Travel time collection and traffic monitoring via GPS technologies. in Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference., 1706820, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, Institute of Electrical and Electronics Engineers Inc., pp. 677-682, ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference, Toronto, ON, Canada, 17/09/06. https://doi.org/10.1109/itsc.2006.1706820

Travel time collection and traffic monitoring via GPS technologies. / Byon, Young Ji; Shalaby, Amer; Abdulhai, Baher.
Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference. Institute of Electrical and Electronics Engineers Inc., 2006. p. 677-682 1706820 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

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

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Byon YJ, Shalaby A, Abdulhai B. Travel time collection and traffic monitoring via GPS technologies. In Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference. Institute of Electrical and Electronics Engineers Inc. 2006. p. 677-682. 1706820. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). doi: 10.1109/itsc.2006.1706820

Travel time collection and traffic monitoring via GPS technologies

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UN SDGs

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