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Traffic level of service generation from video detection system using cluster analysis

Sohr, Alexander and Bei, Xiaoxu and Zou, Jiao and Wu, Jian and Wang, Jiajie (2013) Traffic level of service generation from video detection system using cluster analysis. 13th World Conference on Transport Research (WCTR), 15.-18. Jul. 2013, Rio de Janeiro.

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Abstract

In general, traffic service quality can be described by different parameters and the traffic level of service (LOS) is mainly determined by one of them, such as traffic flow or traffic speed. However, the traffic phenomenon is extremely complex; its characteristics cannot be well represented only by one single parameter. The aim of this research is to determine a more representable LOS based on three measured parameters, derived from the local traffic video data collected in Hefei, China. The result of this work will be used for data fusion with floating car data (FCD) and other traffic information in order to more accurately capture the current traffic situation of the city.

Item URL in elib:https://elib.dlr.de/83748/
Document Type:Conference or Workshop Item (Speech)
Title:Traffic level of service generation from video detection system using cluster analysis
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Sohr, Alexanderalexander.sohr (at) dlr.deUNSPECIFIED
Bei, Xiaoxuxiaoxu.bei (at) dlr.deUNSPECIFIED
Zou, Jiaozoujiao1986 (at) sina.comUNSPECIFIED
Wu, Jianhfwujian (at) 163.comUNSPECIFIED
Wang, JiajieThe Research Center for Software Engineering Technology of Anhui Province, ChinaUNSPECIFIED
Date:July 2013
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Traffic State Estimation, Level of Service, Cluster Analysis, Data Mining, Video Detection
Event Title:13th World Conference on Transport Research (WCTR)
Event Location:Rio de Janeiro
Event Type:international Conference
Event Dates:15.-18. Jul. 2013
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - Projekt Verkehrs- und Mobilitätsmanagement (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Traffic Management
Deposited By: Sohr, Alexander
Deposited On:12 Sep 2013 08:35
Last Modified:31 Jul 2019 19:41

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