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A model of driver's lane‐changing behaviour at an urban signalised intersection
Author(s) -
Ismail Amiruddin,
Abdullah Shahrum,
Zaharim Azami,
Ahmad Ibrahim
Publication year - 2007
Publication title -
pamm
Language(s) - English
Resource type - Journals
ISSN - 1617-7061
DOI - 10.1002/pamm.200700827
Subject(s) - intersection (aeronautics) , transport engineering , logistic regression , coding (social sciences) , computer science , regression analysis , simulation , engineering , statistics , mathematics , machine learning
The aim of this research is to study and develop models for driver's lane‐changing behaviour in an urban area using the logistic regression method. A pilot study was conducted using a videotape recording technique to film an approach road leading to a signalised intersection in an urban road during the morning off‐peak period. Inter‐related coding methods were designed to describe and verify the driver's lane‐changing manoeuvre. A questionnaires study to analyse the driver's background, experience, attitudes, lane‐changing practices and their driving behaviour on the road was carried out in order to develop lane‐changing behaviour models using the logistic regression method. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)

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