Non‐instinct detection of cellphone usage from lane‐keeping performance based on eXtreme gradient boosting and optimal sliding windows

Abstract Driving distraction caused by cellphone usage has become a common safety threat. As distraction detection methods based on driver's position or eye movement may raise privacy issues, a promising way is to analyze the vehicle's lane‐keeping performance. This paper proposed a detect...

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Bibliographic Details
Main Authors: Tao Liu, Ziyao Zhou, Chen Chai, Md. Mohaiminul Islam
Format: Article
Language:English
Published: Wiley 2022-11-01
Series:IET Intelligent Transport Systems
Online Access:https://doi.org/10.1049/itr2.12236