Application of dynamic traffic flow map by using real time GPS data equipped vehicles

Xiaohui Shi*, Jianping Xing, Jun Zhang, Lei Zhou, Weiye Li

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

13 Citations (Scopus)

Abstract

Dynamic traffic flow map is one of the focuses of recent researches on ITS, but it is limited by the locations and numbers of traffic detectors. This paper presents a method for traffic flow map using the data received from the GPS mobile terminals equipped vehicles. Firstly, a vehicle real-time monitoring GPS system is given. Secondly, a map-matching method was proposed, which eliminated ineffective data by observing the vehicles status and calculated link time cost of each probe vehicle and the average speed. The equation of speed-flow relationship established by observing traffic data, especially the general one established in conditions of any traffic roads under any traffic burden conditions. Thirdly, it developed a dynamic traffic flow map arithmetic based on the results above and successfully solved the questions: data collecting, traffic barrier-free conditions processing and traffic flow map calculating. Finally, the results of simulation experiment indicate that the methods are effective and practical. It can be used as a new real-time network method to control the traffic signal, which is different from the traffic signal controlled method that depends on the timer or road linear controller method.

Original languageEnglish
Title of host publicationITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1191-1194
Number of pages4
ISBN (Print)0780395867, 9780780395862
DOIs
Publication statusPublished - 2006
Externally publishedYes
EventITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings - Chengdu, China
Duration: 21 Jun 200623 Jun 2006

Publication series

NameITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings

Conference

ConferenceITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings
Country/TerritoryChina
CityChengdu
Period21/06/0623/06/06

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