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Classification of driver fatigue in conditionally automated driving using physiological signals and machine learning

Conditionally automated vehicles (Level 3 SAE) are emerging on the roads, but long periods without engaging in a non-driving-related task can reduce drivers’ vigilance. This study aims to determine whether driver fatigue can be accurately predicted using physiological signals and machine learning (M...

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Principais autores: Quentin Meteier, Reńee Favre, Sofia Viola, Marine Capallera, Leonardo Angelini, Elena Mugellini, Andreas Sonderegger
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2024-07-01
coleção:Transportation Research Interdisciplinary Perspectives
Assuntos:
Driver state
Driving environment
Sleepiness
Fatigue
Machine learning
Physiological state
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2590198224001349
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