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The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects
The driver is one of the most important factors in the safety of the transportation system. The driver’s perceptual characteristics are closely related to driving behavior, while electroencephalogram (EEG) as the gold standard for evaluating human perception is non-deceptive. It is essential to stud...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354986/ https://www.ncbi.nlm.nih.gov/pubmed/35936295 http://dx.doi.org/10.3389/fpsyg.2022.919695 |
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author | Peng, Yong Xu, Qian Lin, Shuxiang Wang, Xinghua Xiang, Guoliang Huang, Shufang Zhang, Honghao Fan, Chaojie |
author_facet | Peng, Yong Xu, Qian Lin, Shuxiang Wang, Xinghua Xiang, Guoliang Huang, Shufang Zhang, Honghao Fan, Chaojie |
author_sort | Peng, Yong |
collection | PubMed |
description | The driver is one of the most important factors in the safety of the transportation system. The driver’s perceptual characteristics are closely related to driving behavior, while electroencephalogram (EEG) as the gold standard for evaluating human perception is non-deceptive. It is essential to study driving characteristics by analyzing the driver’s brain activity pattern, effectively acquiring driver perceptual characteristics, creating a direct connection between the driver’s brain and external devices, and realizing information interchange. This paper first introduces the theories related to EEG, then reviews the applications of EEG in scenarios such as fatigue driving, distracted driving, and emotional driving. The limitations of existing research have been identified and the prospect of EEG application in future brain-computer interface automotive assisted driving systems have been proposed. This review provides guidance for researchers to use EEG to improve driving safety. It also offers valuable suggestions for future research. |
format | Online Article Text |
id | pubmed-9354986 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93549862022-08-06 The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects Peng, Yong Xu, Qian Lin, Shuxiang Wang, Xinghua Xiang, Guoliang Huang, Shufang Zhang, Honghao Fan, Chaojie Front Psychol Psychology The driver is one of the most important factors in the safety of the transportation system. The driver’s perceptual characteristics are closely related to driving behavior, while electroencephalogram (EEG) as the gold standard for evaluating human perception is non-deceptive. It is essential to study driving characteristics by analyzing the driver’s brain activity pattern, effectively acquiring driver perceptual characteristics, creating a direct connection between the driver’s brain and external devices, and realizing information interchange. This paper first introduces the theories related to EEG, then reviews the applications of EEG in scenarios such as fatigue driving, distracted driving, and emotional driving. The limitations of existing research have been identified and the prospect of EEG application in future brain-computer interface automotive assisted driving systems have been proposed. This review provides guidance for researchers to use EEG to improve driving safety. It also offers valuable suggestions for future research. Frontiers Media S.A. 2022-07-22 /pmc/articles/PMC9354986/ /pubmed/35936295 http://dx.doi.org/10.3389/fpsyg.2022.919695 Text en Copyright © 2022 Peng, Xu, Lin, Wang, Xiang, Huang, Zhang and Fan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Peng, Yong Xu, Qian Lin, Shuxiang Wang, Xinghua Xiang, Guoliang Huang, Shufang Zhang, Honghao Fan, Chaojie The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title | The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title_full | The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title_fullStr | The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title_full_unstemmed | The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title_short | The Application of Electroencephalogram in Driving Safety: Current Status and Future Prospects |
title_sort | application of electroencephalogram in driving safety: current status and future prospects |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354986/ https://www.ncbi.nlm.nih.gov/pubmed/35936295 http://dx.doi.org/10.3389/fpsyg.2022.919695 |
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