Driver fatigue detection systems: A review

G Sikander, S Anwar - IEEE Transactions on Intelligent …, 2018 - ieeexplore.ieee.org
Driver fatigue has been attributed to traffic accidents; therefore, fatigue-related traffic
accidents have a higher fatality rate and cause more damage to the surroundings compared …

[HTML][HTML] Detecting driver fatigue using heart rate variability: A systematic review

K Lu, AS Dahlman, J Karlsson, S Candefjord - Accident Analysis & …, 2022 - Elsevier
Driver fatigue detection systems have potential to improve road safety by preventing crashes
and saving lives. Conventional driver monitoring systems based on driving performance and …

Fatigue monitoring through wearables: A state-of-the-art review

NR Adão Martins, S Annaheim, CM Spengler… - Frontiers in …, 2021 - frontiersin.org
The objective measurement of fatigue is of critical relevance in areas such as occupational
health and safety as fatigue impairs cognitive and motor performance, thus reducing …

A contextual and temporal algorithm for driver drowsiness detection

AD McDonald, JD Lee, C Schwarz, TL Brown - Accident Analysis & …, 2018 - Elsevier
This study designs and evaluates a contextual and temporal algorithm for detecting
drowsiness-related lane. The algorithm uses steering angle, pedal input, vehicle speed and …

REDECA: a novel framework to review artificial intelligence and its applications in occupational safety and health

M Pishgar, SF Issa, M Sietsema, P Pratap… - International journal of …, 2021 - mdpi.com
Introduction: The field of artificial intelligence (AI) is rapidly expanding, with many
applications seen routinely in health care, industry, and education, and increasingly in …

The effects of the driver's mental state and passenger compartment conditions on driving performance and driving stress

VC Magaña, WD Scherz, R Seepold, NM Madrid… - Sensors, 2020 - mdpi.com
Globalization has increased the number of road trips and vehicles. The result has been an
intensification of traffic accidents, which are becoming one of the most important causes of …

Driver monitoring and passenger interaction system using wearable device in intelligent vehicle

S Ponnan, JR Theivadas, VS HemaKumar… - Computers and …, 2022 - Elsevier
Intelligent transport systems (ITS) explore the benefits of wearable devices to monitor driver
health and aid in emergencies and advertising. It integrates multitasking, automatically …

Automatic upper-limb brunnstrom recovery stage evaluation via daily activity monitoring

L Meng, X Jiang, H Qin, J Fan, Z Zeng… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
Motor function assessment is crucial for post-stroke rehabilitation. Conventional evaluation
methods are subjective, heavily depending on the experience of therapists. In light of the …

Safewatch: A wearable hand motion tracking system for improving driving safety

C Bi, J Huang, G **ng, L Jiang, X Liu… - ACM Transactions on …, 2019 - dl.acm.org
Driving while distracted or losing alertness significantly increases the risk of traffic accident.
The emerging Internet of Things (IoT) systems for smart driving hold the promise of …

Evolution of driver fatigue detection techniques—A review from 2007 to 2021

MK Kamti, R Iqbal - Transportation research record, 2022 - journals.sagepub.com
Driver fatigue is the most important factor in the increase in the frequency of traffic accidents
and fatalities every year. Fatigue impairs driving performance through a lack of …