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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Main Authors: Chen Yu, Jiajie Zhang, Dezhong Yao, Ruiguo Zhang, Hai Jin
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Mobile Information Systems
Online Access:http://dx.doi.org/10.1155/2016/7968108
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spelling 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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AT jiajiezhang speeddensitymodelofinterruptedtrafficflowbasedoncoildata
AT dezhongyao speeddensitymodelofinterruptedtrafficflowbasedoncoildata
AT ruiguozhang speeddensitymodelofinterruptedtrafficflowbasedoncoildata
AT haijin speeddensitymodelofinterruptedtrafficflowbasedoncoildata
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