The influence of mental fatigue on brain activity: Evidence from a systematic review with meta‐analyses

Y Tran, A Craig, R Craig, R Chai… - Psychophysiology, 2020 - Wiley Online Library
The occurrence of mental fatigue during tasks like driving a vehicle increases risk of injury or
death. Changes in electroencephalographic (EEG) activity associated with mental fatigue …

Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness

G Borghini, L Astolfi, G Vecchiato, D Mattia… - … & Biobehavioral Reviews, 2014 - Elsevier
This paper reviews published papers related to neurophysiological measurements (
electroencephalography: EEG, electrooculography EOG; heart rate: HR) in pilots/drivers …

Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue

X Hu, G Lodewijks - Journal of safety research, 2020 - Elsevier
Introduction: Fatigue is one of the most crucial factors that contribute to a decrease of the
operating performance of aircraft pilots and car drivers and, as such, plays a dangerous role …

EEG delta oscillations as a correlate of basic homeostatic and motivational processes

GG Knyazev - Neuroscience & Biobehavioral Reviews, 2012 - Elsevier
Functional significance of delta oscillations is not fully understood. One way to approach this
question would be from an evolutionary perspective. Delta oscillations dominate the EEG of …

EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural network

J Cui, Z Lan, O Sourina… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the context of electroencephalogram (EEG)-based driver drowsiness recognition, it is still
challenging to design a calibration-free system, since EEG signals vary significantly among …

Frontal theta activity reflects distinct aspects of mental fatigue

E Wascher, B Rasch, J Sänger, S Hoffmann… - Biological …, 2014 - Elsevier
Longer lasting performance in cognitively demanding tasks leads to an exhaustion of
cognitive resources and to a state commonly described as mental fatigue. More specifically …

[HTML][HTML] A hybrid approach to detect driver drowsiness utilizing physiological signals to improve system performance and wearability

M Awais, N Badruddin, M Drieberg - Sensors, 2017 - mdpi.com
Driver drowsiness is a major cause of fatal accidents, injury, and property damage, and has
become an area of substantial research attention in recent years. The present study …

Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator

C Zhao, M Zhao, J Liu, C Zheng - Accident Analysis & Prevention, 2012 - Elsevier
Mental fatigue is a contributing factor to some serious transportation crashes. In this study,
we measured mental fatigue in drivers using electroencephalogram (EEG) and …

Applying neural network analysis on heart rate variability data to assess driver fatigue

M Patel, SKL Lal, D Kavanagh, P Rossiter - Expert systems with …, 2011 - Elsevier
Long duration driving is a significant cause of fatigue related accidents on motorways.
Fatigue caused by driving for extended hours can acutely impair driver's alertness and …

Chronotype modulates sleep duration, sleep quality, and social jet lag in shift-workers

M Juda, C Vetter, T Roenneberg - Journal of biological …, 2013 - journals.sagepub.com
This study explores chronotype-dependent tolerance to the demands of working morning,
evening, and night shifts in terms of social jet lag, sleep duration, and sleep disturbance. A …