Driving and Sleep Deprivation: Comparing Interventions Using a Driving Simulator with EEG Analysis

This preliminary study investigates the effects of sleep deprivation on driving performance and evaluates three gamified or stimulating interventions: airflow, music, and caffeine. Two participants completed simulator-based driving tasks in rested and sleep-deprived states. Performance was assessed via lane deviation (SDLP), and EEG data were analyzed. Sleep deprivation increased SDLP and low-frequency EEG activity, indicating reduced alertness. Caffeine showed the strongest restorative effect. Despite the small sample, results suggest EEG is useful for detecting fatigue, and gamified stimuli may support alertness during drowsy driving.

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Publication Details

Published
2025-06-18
DOI
https://doi.org/10.1109/cbms65348.2025.00073
Primary Topic
Sleep and Work-Related Fatigue
Type
article
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Driving and Sleep Deprivation: Comparing Interventions Using a Driving Simulator with EEG Analysis

Alexandros T. Tzallas, Vasileios Aspiotis, Niki Eleni Ntagka, Emmanouil D. Oikonomou et al.
Sleep and Work-Related Fatigue
article

Driving and Sleep Deprivation: Comparing Interventions Using a Driving Simulator with EEG Analysis

Alexandros T. Tzallas, Vasileios Aspiotis, Niki Eleni Ntagka, Emmanouil D. Oikonomou, Νικόλαος Γιαννακέας, Konstantinos Sakkas, Ανδρέας Μιλτιάδους, Vasileios Choutas
article en

Abstract

This preliminary study investigates the effects of sleep deprivation on driving performance and evaluates three gamified or stimulating interventions: airflow, music, and caffeine. Two participants completed simulator-based driving tasks in rested and sleep-deprived states. Performance was assessed via lane deviation (SDLP), and EEG data were analyzed. Sleep deprivation increased SDLP and low-frequency EEG activity, indicating reduced alertness. Caffeine showed the strongest restorative effect. Despite the small sample, results suggest EEG is useful for detecting fatigue, and gamified stimuli may support alertness during drowsy driving.

University of Ioannina (GR)
Openalex Percentile: Top 84%
Sleep and Work-Related Fatigue
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