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The Feasibility and Test-Retest Reliability of Wireless Dry-Electrode EEG During a Dynamic Psychomotor Virtual
Jazmin Morrone1, Rik Mellor1, Sidney Grosprêtre2,3
1Faculty of Sport, Allied Health, and Performance Science, St Mary's University, London, UK.
Dry-electrode electroencephalography (EEG) shows feasibility for brain activity monitoring during virtual reality exergames (VRex). Reliability is variable, but alpha band activity shows promise for assessing psychomotor performance in dynamic VR environments.
Area of Science:
- Neuroscience
- Sports Science
- Human-Computer Interaction
Background:
- Virtual reality (VR) offers immersive platforms for psychomotor performance analysis.
- The reliability of dry-electrode electroencephalography (EEG) during dynamic VR exergames (VRex) is not well-established.
Purpose of the Study:
- To investigate the feasibility of using dry-electrode EEG to assess brain activity during VRex.
- To determine the test-retest reliability of dry-electrode EEG frequency bands, particularly the alpha band, during a dynamic VR task.
Main Methods:
- Ten male amateur combat sports athletes participated.
- Dry-electrode EEG was recorded pre, post, and during a standardized boxing VRex session.
- EEG data were analyzed for power spectral density, focusing on frequency bands and electrode site reliability.
Main Results:
- Intraclass correlation coefficients (ICCs) showed poor-to-excellent reliability (0.208-0.858) across 4-30 Hz.
- Reliability during active VRex intervals was poor-to-good (0.393-0.636).
- Alpha band activity demonstrated higher reliability across electrode sites compared to average spectral band values.
Conclusions:
- Dry-electrode EEG is feasible for detecting neural signals during dynamic VR tasks.
- The reliability of this technology in VRex is variable but shows potential, especially for alpha band analysis.
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