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  4. Experienced Travel Time Prediction for Freeway Systems
 
conference paper

Experienced Travel Time Prediction for Freeway Systems

Yildirimoglu, Mehmet  
•
Geroliminis, Nikolas  
2012
2012 15Th International Ieee Conference On Intelligent Transportation Systems (Itsc)
15th International IEEE Conference on Intelligent Transportation Systems (ITSC)

Travel time is considered as one of the most important performance measures for roadway systems, and dissemination of travel time information can help travelers to make reliable travel decisions such as route choice or time departure. Since the traffic data collected in real time reflects the past or the current conditions on the roadway, a predictive travel time methodology should be used to obtain the information to be disseminated. However, an important part of the literature either uses instantaneous travel time assumption, and sums the travel time of roadway segments at the starting time of the trip, or uses statistical forecasting algorithms to predict the future travel time. This study benefits from the available traffic flow essentials (e.g. shockwave analysis, bottleneck identification), and makes use of both historical and real time traffic information to provide travel time prediction. The experimental results based on the loop detector data on Californian freeways indicate that the proposed method provides promising travel time predictions under varying traffic conditions.

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Type
conference paper
DOI
10.1109/ITSC.2012.6338792
Web of Science ID

WOS:000312599600095

Author(s)
Yildirimoglu, Mehmet  
Geroliminis, Nikolas  
Date Issued

2012

Publisher

Ieee

Publisher place

New York

Published in
2012 15Th International Ieee Conference On Intelligent Transportation Systems (Itsc)
ISBN of the book

978-1-4673-3063-3

Total of pages

6

Series title/Series vol.

IEEE International Conference on Intelligent Transportation Systems-ITSC

Start page

570

End page

575

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LUTS  
Event name
15th International IEEE Conference on Intelligent Transportation Systems (ITSC)
Available on Infoscience
March 28, 2013
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/90656
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