Speed-Density Model of Interrupted Traffic Flow Based on Coil Data
As a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for traffic flow analysis and efficient traffic management. Because of the change in modern travel modes, the dramatic increase in the number of vehicles and traffic density, and the impact of traffic sig...
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Online Access: | http://dx.doi.org/10.1155/2016/7968108 |
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doaj-db9098c217c64db4aeea8b8ec5c32e712021-07-02T06:59:39ZengHindawi LimitedMobile Information Systems1574-017X1875-905X2016-01-01201610.1155/2016/79681087968108Speed-Density Model of Interrupted Traffic Flow Based on Coil DataChen Yu0Jiajie Zhang1Dezhong Yao2Ruiguo Zhang3Hai Jin4Services Computing Technology and System Lab, Big Data Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, ChinaServices Computing Technology and System Lab, Big Data Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, ChinaServices Computing Technology and System Lab, Big Data Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, ChinaSiemens Ltd., China Corporate Technology, Wireless Technology and Web of System Wuhan Innovation Center, Wuhan 430074, ChinaServices Computing Technology and System Lab, Big Data Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, ChinaAs a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for traffic flow analysis and efficient traffic management. Because of the change in modern travel modes, the dramatic increase in the number of vehicles and traffic density, and the impact of traffic signals and other factors, vehicles change velocity frequently, which means that a speed-density model based on uninterrupted traffic flow is not suitable for interrupted traffic flow. Based on the coil data of urban roads in Wuhan, China, a new method which can accurately describe the speed-density relation of interrupted traffic flow is proposed for speed fluctuation characteristics. The model of upper and lower bounds of critical values obtained by fitting the data of the coils on urban roads can accurately and intuitively describe the state of urban road traffic, and the physical meaning of each parameter plays an important role in the prediction and analysis of such traffic.http://dx.doi.org/10.1155/2016/7968108 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chen Yu Jiajie Zhang Dezhong Yao Ruiguo Zhang Hai Jin |
spellingShingle |
Chen Yu Jiajie Zhang Dezhong Yao Ruiguo Zhang Hai Jin Speed-Density Model of Interrupted Traffic Flow Based on Coil Data Mobile Information Systems |
author_facet |
Chen Yu Jiajie Zhang Dezhong Yao Ruiguo Zhang Hai Jin |
author_sort |
Chen Yu |
title |
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data |
title_short |
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data |
title_full |
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data |
title_fullStr |
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data |
title_full_unstemmed |
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data |
title_sort |
speed-density model of interrupted traffic flow based on coil data |
publisher |
Hindawi Limited |
series |
Mobile Information Systems |
issn |
1574-017X 1875-905X |
publishDate |
2016-01-01 |
description |
As a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for traffic flow analysis and efficient traffic management. Because of the change in modern travel modes, the dramatic increase in the number of vehicles and traffic density, and the impact of traffic signals and other factors, vehicles change velocity frequently, which means that a speed-density model based on uninterrupted traffic flow is not suitable for interrupted traffic flow. Based on the coil data of urban roads in Wuhan, China, a new method which can accurately describe the speed-density relation of interrupted traffic flow is proposed for speed fluctuation characteristics. The model of upper and lower bounds of critical values obtained by fitting the data of the coils on urban roads can accurately and intuitively describe the state of urban road traffic, and the physical meaning of each parameter plays an important role in the prediction and analysis of such traffic. |
url |
http://dx.doi.org/10.1155/2016/7968108 |
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