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

  • Xiaohui Shi*
  • , Jianping Xing
  • , Jun Zhang
  • , Lei Zhou
  • , Weiye Li
  • *此作品的通讯作者
  • Shandong University
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名ITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
1191-1194
页数4
ISBN(印刷版)0780395867, 9780780395862
DOI
出版状态已出版 - 2006
已对外发布
活动ITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings - Chengdu, 中国
期限: 21 6月 200623 6月 2006

出版系列

姓名ITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings

会议

会议ITST 2006 - 2006 6th International Conference on ITS Telecommunications, Proceedings
国家/地区中国
Chengdu
时期21/06/0623/06/06

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