Calibration of car-following models using Kalman filters
Brockfeld, Elmar and Lorkowski, Stefan (2005) Calibration of car-following models using Kalman filters. ISTTT 16, 2005-07-19 - 2005-07-21, University of Maryland.
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Official URL: http://www.mti.umd.edu/isttt16
Calibration and validation, especially of microscopic traffic flow models is a challenging task. Currently, ther is a renewed interest in results of those efforts [1, 2] as well as in developing the right tools to actually perform the calibration. The approach developed in  will be refined, extended and compared to an approach based on the recent development of a so called unscented Kalman filter . These methods will be used to calibrate a couple of microscopic traffic flow models to two sets of freeway data, one US-American (the I-880 FSP-dataset) and an European dataset, data from the German freeway A100.
|Document Type:||Conference or Workshop Item (Speech)|
|Title:||Calibration of car-following models using Kalman filters|
|In ISI Web of Science:||No|
|Keywords:||calibration, validation, Kalman filter,|
|Event Title:||ISTTT 16|
|Event Location:||University of Maryland|
|Event Type:||international Conference|
|Event Dates:||2005-07-19 - 2005-07-21|
|HGF - Research field:||Aeronautics, Space and Transport|
|HGF - Program:||Transport|
|HGF - Program Themes:||V - no assignement|
|DLR - Research area:||Transport|
|DLR - Program:||V - no assignement|
|DLR - Research theme (Project):||V -- no assignement|
|Institutes and Institutions:||Institute of Transport Research|
|Deposited By:||Andrea Dumong|
|Deposited On:||20 Feb 2008|
|Last Modified:||27 Apr 2009 05:00|
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