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Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG

In order to study the change law of the fatigue degree of grassland expressway drivers over time, this paper takes the semidesert grassland landscape of Xilinhot city as the experimental environment and takes the provincial highway S101 (K278–K424) as an example to design an actual driving test. Tak...

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Detalles Bibliográficos
Autores principales: Zhang, Yule, Zhu, Shoulin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285183/
https://www.ncbi.nlm.nih.gov/pubmed/34306602
http://dx.doi.org/10.1155/2021/9957828
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author Zhang, Yule
Zhu, Shoulin
author_facet Zhang, Yule
Zhu, Shoulin
author_sort Zhang, Yule
collection PubMed
description In order to study the change law of the fatigue degree of grassland expressway drivers over time, this paper takes the semidesert grassland landscape of Xilinhot city as the experimental environment and takes the provincial highway S101 (K278–K424) as an example to design an actual driving test. Taking Urumqi, Inner Mongolia Autonomous Region, as the experimental section, combined with the Biopac MP150 multichannel physiological instrument and its auxiliary knowledge software and mathematical statistics methods, the relationship between EEG and time was studied. The test results show that the primary fatigue factor F(1) and the secondary fatigue factor F(2) can summarize the fatigue law characterized by 96.42% of EEG information. During 130 minutes of driving on the prairie highway, the periods of high fatigue were 105 minutes and 125 minutes, respectively. Driving fatigue can be divided into three stages over time: 5–65 min fatigue-free stage, 70–85 min fatigue transition stage, and 90–130 min fatigue stage. Fatigue changes over time. The law follows the Gaussian function and the sine function.
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spelling pubmed-82851832021-07-22 Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG Zhang, Yule Zhu, Shoulin J Healthc Eng Research Article In order to study the change law of the fatigue degree of grassland expressway drivers over time, this paper takes the semidesert grassland landscape of Xilinhot city as the experimental environment and takes the provincial highway S101 (K278–K424) as an example to design an actual driving test. Taking Urumqi, Inner Mongolia Autonomous Region, as the experimental section, combined with the Biopac MP150 multichannel physiological instrument and its auxiliary knowledge software and mathematical statistics methods, the relationship between EEG and time was studied. The test results show that the primary fatigue factor F(1) and the secondary fatigue factor F(2) can summarize the fatigue law characterized by 96.42% of EEG information. During 130 minutes of driving on the prairie highway, the periods of high fatigue were 105 minutes and 125 minutes, respectively. Driving fatigue can be divided into three stages over time: 5–65 min fatigue-free stage, 70–85 min fatigue transition stage, and 90–130 min fatigue stage. Fatigue changes over time. The law follows the Gaussian function and the sine function. Hindawi 2021-07-08 /pmc/articles/PMC8285183/ /pubmed/34306602 http://dx.doi.org/10.1155/2021/9957828 Text en Copyright © 2021 Yule Zhang and Shoulin Zhu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhang, Yule
Zhu, Shoulin
Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title_full Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title_fullStr Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title_full_unstemmed Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title_short Study on the Effect of Driving Time on Fatigue of Grassland Road Based on EEG
title_sort study on the effect of driving time on fatigue of grassland road based on eeg
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285183/
https://www.ncbi.nlm.nih.gov/pubmed/34306602
http://dx.doi.org/10.1155/2021/9957828
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