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Weather Impact on Floating Car Data

Sohr, Alexander and Brockfeld, Elmar (2010) Weather Impact on Floating Car Data. In: Conference Proceedings, paper nr TP078-5. 17th ITS World Congress, 25.-29. Okt. 2010, Busan, Korea.

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Floating Car Data (FCD) is an accepted data source for capturing traffic states, especially in urban regions. If obtained from running fleet management systems, they are cheap to acquire, nearly no investments into the infrastructure are necessary. Since these data are very “noisy” – which means traffic state information generated from single vehicles vary very much – approaches exist how to obtain reliable traffic state information even from very sparse FCD. Within this paper the influences weather conditions have on the daily speed variation curves derived from FCD are shown. This information is very meaningful for prediction applications and can be taken into account in historical data analysis.

Item URL in elib:https://elib.dlr.de/65982/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Weather Impact on Floating Car Data
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Sohr, Alexanderalexander.sohr (at) dlr.deUNSPECIFIED
Brockfeld, Elmarelmar.brockfeld (at) dlr.deUNSPECIFIED
Date:October 2010
Journal or Publication Title:Conference Proceedings, paper nr TP078-5
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Keywords:Floating Car Data, FCD, Weather, Traffic Conditions
Event Title:17th ITS World Congress
Event Location:Busan, Korea
Event Type:international Conference
Event Dates:25.-29. Okt. 2010
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 - Methodenentwicklung (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Traffic Management
Deposited By: Sohr, Alexander
Deposited On:04 Nov 2010 08:55
Last Modified:31 Jul 2019 19:29

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