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

  • Silesian University of Technology
  • Nencki Institute of Experimental Biology of the Polish Academy of Sciences

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

14 Cytowania z bazy Scopus

Abstrakt

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.

Język oryginałuangielski
Numer artykułu6470
CzasopismoSensors
Tom23
Numer wydania14
Identyfikatory DOI
Status publikacjiOpublikowano - lip 2023

Obszary tematyczne ASJC Scopus

  • Chemia analityczna
  • Systemy informacyjne
  • Fizyka atomowa i molekularna oraz optyka
  • Biochemia
  • Instrumentacja
  • Inżynieria elektryczna i elektroniczna

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