Research and Application of the Beijing Road Traffic Prediction System
Joint Authors
Guo, Min
Lu, Huapu
Li, Ruimin
Ma, Hongliang
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-02-18
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
As an important part of the urban Advanced Traffic Management Systems (ATMS) and Advanced Traveler Information Systems (ATIS), short-term road traffic prediction system has received special attention in recent decades.
The success of ATMS and ATIS technology deployment is heavily dependent on the availability of timely and accurate estimation or prediction of prevailing and emerging traffic conditions.
We studied a real-time road traffic prediction system developed for Beijing based on various traffic detection systems.
The logical architecture of the system was presented, including raw data level, data processing and calculation level, and application level.
Four key function servers were introduced, namely, the database server, calculation server, Geographic Information System (GIS) server, and web application server.
The functions, function modules, and the data flow of the proposed traffic prediction system were analyzed, and subsequently prediction models used in this system are described.
Finally, the prediction performance of the system in practice was analyzed.
The application of the system in Beijing indicated that the proposed and developed system was feasible, robust, and reliable in practice.
American Psychological Association (APA)
Li, Ruimin& Ma, Hongliang& Lu, Huapu& Guo, Min. 2014. Research and Application of the Beijing Road Traffic Prediction System. Discrete Dynamics in Nature and Society،Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-462869
Modern Language Association (MLA)
Li, Ruimin…[et al.]. Research and Application of the Beijing Road Traffic Prediction System. Discrete Dynamics in Nature and Society No. 2014 (2014), pp.1-8.
https://search.emarefa.net/detail/BIM-462869
American Medical Association (AMA)
Li, Ruimin& Ma, Hongliang& Lu, Huapu& Guo, Min. Research and Application of the Beijing Road Traffic Prediction System. Discrete Dynamics in Nature and Society. 2014. Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-462869
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-462869