Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model
To analyze the spreading regularity of the initial traffic congestion, the improved cell transmission model (CTM) is proposed to describe the evolution mechanism of traffic congestion in regional road grid. Ordinary cells and oriented cells are applied to render the crowd roads and their adjacent ro...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2012-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2012/854654 |
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| _version_ | 1832561947433762816 |
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| author | Hongzhao Dong Shuai Ma Mingfei Guo Dongxu Liu |
| author_facet | Hongzhao Dong Shuai Ma Mingfei Guo Dongxu Liu |
| author_sort | Hongzhao Dong |
| collection | DOAJ |
| description | To analyze the spreading regularity of the initial traffic congestion, the improved cell transmission model (CTM) is proposed to describe the evolution mechanism of traffic congestion in regional road grid. Ordinary cells and oriented cells are applied to render the crowd roads and their adjacent roads. Therefore the traffic flow could be simulated by these cells. Resorting to the proposed model, the duration of the initial traffic congestion could be predicted and the subsequent secondary congestion could be located. Accordingly, the spatial diffusion of traffic congestion could be estimated. At last, taking a road network region of Hangzhou city as an example, the simulation experiment is implemented to verify the proposed method by PARAMICS software. The result shows that the method could predict the duration of the initial congestion and estimate its spatial diffusion accurately. |
| format | Article |
| id | doaj-art-ef9b2bf847504d32a9a481154c9b8da9 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-ef9b2bf847504d32a9a481154c9b8da92025-02-03T01:23:58ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2012-01-01201210.1155/2012/854654854654Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission ModelHongzhao Dong0Shuai Ma1Mingfei Guo2Dongxu Liu3The Joint Institute of Intelligent Transportation System, Zhejiang University of Technology, Hangzhou 310014, ChinaThe Joint Institute of Intelligent Transportation System, Zhejiang University of Technology, Hangzhou 310014, ChinaThe Joint Institute of Intelligent Transportation System, Zhejiang University of Technology, Hangzhou 310014, ChinaThe Joint Institute of Intelligent Transportation System, Zhejiang University of Technology, Hangzhou 310014, ChinaTo analyze the spreading regularity of the initial traffic congestion, the improved cell transmission model (CTM) is proposed to describe the evolution mechanism of traffic congestion in regional road grid. Ordinary cells and oriented cells are applied to render the crowd roads and their adjacent roads. Therefore the traffic flow could be simulated by these cells. Resorting to the proposed model, the duration of the initial traffic congestion could be predicted and the subsequent secondary congestion could be located. Accordingly, the spatial diffusion of traffic congestion could be estimated. At last, taking a road network region of Hangzhou city as an example, the simulation experiment is implemented to verify the proposed method by PARAMICS software. The result shows that the method could predict the duration of the initial congestion and estimate its spatial diffusion accurately.http://dx.doi.org/10.1155/2012/854654 |
| spellingShingle | Hongzhao Dong Shuai Ma Mingfei Guo Dongxu Liu Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model Discrete Dynamics in Nature and Society |
| title | Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model |
| title_full | Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model |
| title_fullStr | Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model |
| title_full_unstemmed | Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model |
| title_short | Research on Analysis Method of Traffic Congestion Mechanism Based on Improved Cell Transmission Model |
| title_sort | research on analysis method of traffic congestion mechanism based on improved cell transmission model |
| url | http://dx.doi.org/10.1155/2012/854654 |
| work_keys_str_mv | AT hongzhaodong researchonanalysismethodoftrafficcongestionmechanismbasedonimprovedcelltransmissionmodel AT shuaima researchonanalysismethodoftrafficcongestionmechanismbasedonimprovedcelltransmissionmodel AT mingfeiguo researchonanalysismethodoftrafficcongestionmechanismbasedonimprovedcelltransmissionmodel AT dongxuliu researchonanalysismethodoftrafficcongestionmechanismbasedonimprovedcelltransmissionmodel |