Bookcover of On-line Calibration for Dynamic Traffic Assignment models
Booktitle:

On-line Calibration for Dynamic Traffic Assignment models

Theory, methods and application

AV Akademikerverlag (2012-05-18 )

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ISBN-13:

978-3-639-41309-0

ISBN-10:
3639413091
EAN:
9783639413090
Book language:
English
Blurb/Shorttext:
Revision with unchanged content. Traffic estimation and prediction (or dynamic traffic assignment) models are expected to contribute to the reduction of travel time delays. In this book, an on-line calibration approach that jointly estimates all model parameters is presented. The methodology imposes no restrictions on the models, the parameters or the data that can be handled, and emerging or future data can be easily incorporated. The modeling approach is applicable to any simulation model and is not restricted to the application domain covered in this book. Several modified, non-linear Kalman Filter methodologies are presented, e.g. Extended Kalman Filter (EKF), Iterated EKF, Limiting EKF, and Unscented Kalman Filter. Extensive case studies on freeway networks in Europe and the US are used to demonstrate the approach, to verify the importance of on-line calibration, and to test the presented algorithms. The main target audience of this book comprises Intelligent Transportation Systems researchers and graduate students, as well as practitioners, including Metropolitan Planning Organization engineers and Traffic Management Center operators, and any reader with an interest in dynamic state and parameter estimation.
Publishing house:
AV Akademikerverlag
Website:
http://www.akademikerverlag.de/
By (author) :
Constantinos Antoniou
Number of pages:
160
Published at:
2012-05-18
Stock:
Available
Category:
Technology
Price:
59.00 €
Keywords:
Non-Linear Optimization, Dynamic Traffic Assignment, traffic estimation and prediction, on-line calibration, joint parameter and state estimation, non-linear Kalman filters

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