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Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data

The purpose of this research is to examine and assess the relation between a pilot’s concentration and reaction time with specific brain activity during short-haul flights. Participants took part in one-hour long flight sessions performed on the FNPT II class flight simulator. Subjects were instruct...

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Detalles Bibliográficos
Autores principales: Binias, Bartosz, Myszor, Dariusz, Binias, Sandra, Cyran, Krzysztof A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384131/
https://www.ncbi.nlm.nih.gov/pubmed/37514762
http://dx.doi.org/10.3390/s23146470
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author Binias, Bartosz
Myszor, Dariusz
Binias, Sandra
Cyran, Krzysztof A.
author_facet Binias, Bartosz
Myszor, Dariusz
Binias, Sandra
Cyran, Krzysztof A.
author_sort Binias, Bartosz
collection PubMed
description The purpose of this research is to examine and assess the relation between a pilot’s concentration and reaction time with specific brain activity during short-haul flights. Participants took part in one-hour long flight sessions performed on the FNPT II class flight simulator. Subjects were instructed to respond to unexpected events that occurred during the flight. The brainwaves of each participant were recorded with the Emotiv EPOC+ Scientific Contextual EEG device. The majority of participants showed a statistically significant, positive correlation between Theta Power in the frontal lobe and response time. Additionally, most subjects exhibited statistically significant, positive correlations between band-power and reaction times in the Theta range for the temporal and parietal lobes. Statistically significant event-related changes (ERC) were observed for the majority of subjects in the frontal lobe for Theta frequencies, Beta waves in the frontal lobe and in all lobes for the Gamma band. Notably, significant ERC was also observed for Theta and Beta frequencies in the temporal and occipital Lobes, Alpha waves in the frontal, parietal and occipital lobes for most participants. A difference in brain activity patterns was observed, depending on the performance in time-restricted tasks.
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spelling pubmed-103841312023-07-30 Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data Binias, Bartosz Myszor, Dariusz Binias, Sandra Cyran, Krzysztof A. Sensors (Basel) Article The purpose of this research is to examine and assess the relation between a pilot’s concentration and reaction time with specific brain activity during short-haul flights. Participants took part in one-hour long flight sessions performed on the FNPT II class flight simulator. Subjects were instructed to respond to unexpected events that occurred during the flight. The brainwaves of each participant were recorded with the Emotiv EPOC+ Scientific Contextual EEG device. The majority of participants showed a statistically significant, positive correlation between Theta Power in the frontal lobe and response time. Additionally, most subjects exhibited statistically significant, positive correlations between band-power and reaction times in the Theta range for the temporal and parietal lobes. Statistically significant event-related changes (ERC) were observed for the majority of subjects in the frontal lobe for Theta frequencies, Beta waves in the frontal lobe and in all lobes for the Gamma band. Notably, significant ERC was also observed for Theta and Beta frequencies in the temporal and occipital Lobes, Alpha waves in the frontal, parietal and occipital lobes for most participants. A difference in brain activity patterns was observed, depending on the performance in time-restricted tasks. MDPI 2023-07-17 /pmc/articles/PMC10384131/ /pubmed/37514762 http://dx.doi.org/10.3390/s23146470 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Binias, Bartosz
Myszor, Dariusz
Binias, Sandra
Cyran, Krzysztof A.
Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title_full Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title_fullStr Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title_full_unstemmed Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title_short Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data
title_sort analysis of relation between brainwave activity and reaction time of short-haul pilots based on eeg data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384131/
https://www.ncbi.nlm.nih.gov/pubmed/37514762
http://dx.doi.org/10.3390/s23146470
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