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

Abstract

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 [1] will be refined, extended and compared to an approach based on the recent development of a so called unscented Kalman filter [3]. 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

Authors:

Authors	Institution or Email of Authors
Brockfeld, Elmar
Lorkowski, Stefan

Date:

2005

Refereed publication:

Yes

In ISI Web of Science:

Status:

Accepted

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

Location:

Berlin-Adlershof

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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