Chapter
Jul 2, 2019
Traffic State Identification Based on Phase Transition
Authors: Shumin Feng, Ph.D. [email protected], Mengwei Xin [email protected], Xishuang Han, Ph.D. [email protected], and Yali Sun [email protected]Author Affiliations
Publication: CICTP 2019
Abstract
A new method for state identification is proposed based on traffic phase transition. An interval is used as a threshold instead of a single value in order to improve the discrimination precision. Traffic parameters are divided into two categories: traffic parameters at a point and traffic parameters over a section. A traffic index is extracted by using principal component analysis under location traffic parameters. Based on the data of the Oakland Bay Bridge and Chongqing Yellow Garden Bridge, the statistical distribution law of traffic index is studied, finding the phase change process between traffic states. The detection of traffic states is realized by detecting the transition period and the corresponding rules are proposed. By using the new method and cluster analysis, the traffic states of Yellow Garden Bridge for one day are identified. By comparing the results, the method proposed in this paper is more consistent with the actual situation.
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© 2019 American Society of Civil Engineers.
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Published online: Jul 2, 2019
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Professor, School of Transportation Science and Engineering, Harbin Institute of Technology, No. 73 Huanghe Rd., P.O. Box 150090, Harbin, Heilongjiang, China. E-mail: [email protected]
Ph.D. Candidate, School of Transportation Science and Engineering, Harbin Institute of Technology, No. 73 Huanghe Rd., P.O. Box 150090, Harbin, Heilongjiang, China. E-mail: [email protected]
Professor, School of Harbin Institute of Technology, Shenzhen, HIT Campus, The University Town of Shenzhen, P.O. Box 518055, Xili, Nanshan District, Shenzhen, China. E-mail: [email protected]
Ph.D. Candidate, School of Transportation Science and Engineering, Harbin Institute of Technology, No. 73 Huanghe Rd., P.O. Box 150090, Harbin, Heilongjiang, China. E-mail: [email protected]
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