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An Identification Method for Road Hypnosis Based on XGBoost-HMM

Human factors are the most important factor in road traffic crashes. Human-caused traffic crashes can be reduced through the active safety system of vehicles. Road hypnosis is an unconscious driving state caused by the combination of external environmental factors and the driver’s psychological stat...

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Principais autores: Longfei Chen, Chenyang Jiao, Bin Wang, Xiaoyuan Wang, Jingheng Wang, Han Zhang, Junyan Han, Cheng Shen, Kai Feng, Quanzheng Wang, Yi Liu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-03-01
coleção:Sensors
Assuntos:
road hypnosis
driver
HMM
XGBoost
state identification
vehicle
Acesso em linha:https://www.mdpi.com/1424-8220/25/6/1842
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