Skip to main navigation Skip to search Skip to main content

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

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

Abstract

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.

Original languageEnglish
Article number6470
JournalSensors
Volume23
Issue number14
DOIs
Publication statusPublished - Jul 2023

Keywords

  • aircraft control human factors
  • cognitive workload
  • data mining
  • electroencephalography
  • fatigue
  • safety

ASJC Scopus subject areas

  • Analytical Chemistry
  • Information Systems
  • Atomic and Molecular Physics, and Optics
  • Biochemistry
  • Instrumentation
  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data'. Together they form a unique fingerprint.

Cite this