Brain Electrical Activity Mapping in Military Pilots During Simulator Trainings

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49366378%3A_____%2F19%3AN0000008" target="_blank" >RIV/49366378:_____/19:N0000008 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/60162694:G43__/19:00536662 RIV/68407700:21460/19:00339538

Výsledek na webu

<a href="https://ieeexplore.ieee.org/document/8870112" target="_blank" >https://ieeexplore.ieee.org/document/8870112</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Brain Electrical Activity Mapping in Military Pilots During Simulator Trainings

Popis výsledku v původním jazyce

The aim of this study is to describe an evaluation method and measurement methodology for the study of variations in electroencephalography (EEG) signals in fighter pilots during training. The study is needed to monitor the mental state of fighter pilots during training. Knowledge of a pilot's mental state during training could help to determine their readiness to perform a combat mission. It is generally known that changes in mental state and stress is manifested in electrical activity of the brain. To assess variations in the brain’s electrical activity, it is assumed to use the electroencephalography (EEG) signal. EEG signals were obtained from two fighter pilots. The data was recorded during training missions on a flight simulator. The simulated training mission was composed of three submissions (composed of stressful events and mid events). The non-linear Poincaré plot analysis was used for evaluation of EEG variability during training. The results were presented using the brain electrical activity mapping. The results showed statistically significant differences in EEG variability, when comparing a stressful event with mid event periods. This finding demonstrated the ability of the proposed method to quantify mental load, i.e. the stress of fighter pilots during flight simulator training. The results can help evaluate the stress and readiness of individual fighter pilots.

Název v anglickém jazyce

Brain Electrical Activity Mapping in Military Pilots During Simulator Trainings

Popis výsledku anglicky

The aim of this study is to describe an evaluation method and measurement methodology for the study of variations in electroencephalography (EEG) signals in fighter pilots during training. The study is needed to monitor the mental state of fighter pilots during training. Knowledge of a pilot's mental state during training could help to determine their readiness to perform a combat mission. It is generally known that changes in mental state and stress is manifested in electrical activity of the brain. To assess variations in the brain’s electrical activity, it is assumed to use the electroencephalography (EEG) signal. EEG signals were obtained from two fighter pilots. The data was recorded during training missions on a flight simulator. The simulated training mission was composed of three submissions (composed of stressful events and mid events). The non-linear Poincaré plot analysis was used for evaluation of EEG variability during training. The results were presented using the brain electrical activity mapping. The results showed statistically significant differences in EEG variability, when comparing a stressful event with mid event periods. This finding demonstrated the ability of the proposed method to quantify mental load, i.e. the stress of fighter pilots during flight simulator training. The results can help evaluate the stress and readiness of individual fighter pilots.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

30502 - Other medical science

Projekt

<a href="/cs/project/OWVTUP2016001" target="_blank" >OWVTUP2016001: EMOZA II - Zvýšení efektivity taktického výcviku pilotů taktického letectva na taktickém simulátoru s ohledem na odolnost vůči vysoké informační zátěži.</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2019

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

International Conference on Military Technologies 2019

ISBN

978-1-7281-4593-8

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

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Název nakladatele

ICMT

Místo vydání

Brno

Místo konání akce

Brno

Datum konání akce

30. 5. 2019

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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