Detecting driver drowsiness based on sensors: a review

A Sahayadhas, K Sundaraj, M Murugappan - Sensors, 2012 - mdpi.com
In recent years, driver drowsiness has been one of the major causes of road accidents and
can lead to severe physical injuries, deaths and significant economic losses. Statistics …

Fatigue in aviation: A systematic review of the literature

S Bendak, HSJ Rashid - International Journal of Industrial Ergonomics, 2020 - Elsevier
Factors that cause human fatigue, like sleep deprivation, circadian rhythm abnormalities,
health-related tiredness and task-induced influences, may have adverse effects on human …

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 …

Sleep inertia: current insights

CJ Hilditch, AW McHill - Nature and science of sleep, 2019 - Taylor & Francis
Sleep inertia, or the grogginess felt upon awakening, is associated with significant cognitive
performance decrements that dissipate as time awake increases. This impairment in …

4D: a real-time driver drowsiness detector using deep learning

I Jahan, KMA Uddin, SA Murad, MSU Miah, TZ Khan… - Electronics, 2023 - mdpi.com
There are a variety of potential uses for the classification of eye conditions, including
tiredness detection, psychological condition evaluation, etc. Because of its significance …

Animal models of sleep disorders

LA Toth, P Bhargava - Comparative medicine, 2013 - ingentaconnect.com
Problems with sleep affect a large part of the general population, with more than half of all
people in the United States reporting difficulties with sleep or insufficient sleep at various …

Objective and subjective measures of sleepiness, and their associations with on‐road driving events in shift workers

S Ftouni, TL Sletten, M Howard… - Journal of sleep …, 2013 - Wiley Online Library
To assess the relationships between sleepiness and the incidence of adverse driving events
in nurses commuting to and from night and rotating shifts, 27 rotating and permanent night …

A 30-minute, but not a 10-minute nighttime nap is associated with sleep inertia

CJ Hilditch, SA Centofanti, J Dorrian, S Banks - Sleep, 2016 - academic.oup.com
Abstract Study Objectives: To assess sleep inertia following 10-min and 30-min naps during
a simulated night shift. Methods: Thirty-one healthy adults (aged 21–35 y; 18 females) …

Influence of mid-afternoon nap duration and sleep parameters on memory encoding, mood, processing speed, and vigilance

RLF Leong, TY Lau, AR Dicom, TB Teo, JL Ong… - Sleep, 2023 - academic.oup.com
Abstract Study Objectives To determine how mid-afternoon naps of differing durations
benefit memory encoding, vigilance, speed of processing (SOP), mood, and sleepiness; to …

Mismatch between subjective alertness and objective performance under sleep restriction is greatest during the biological night

X Zhou, SA Ferguson, RW Matthews… - Journal of sleep …, 2012 - Wiley Online Library
Subjective alertness may provide some insight into reduced performance capacity under
conditions suboptimal to neurobehavioural functioning, yet the accuracy of this insight …