ECG-Based Driving Fatigue Detection Using Heart Rate Variability Analysis with Mutual Information

J Halomoan, K Ramli, D Sudiana, TS Gunawan… - Information, 2023 - mdpi.com
One of the WHO's strategies to reduce road traffic injuries and fatalities is to enhance vehicle
safety. Driving fatigue detection can be used to increase vehicle safety. Our previous study …

Automated detection of physical fatigue in transportation maintenance workers through physiological and motion data

X Guo, Y Chen, J Zhang - Theoretical Issues in Ergonomics …, 2024 - Taylor & Francis
Lifting bags of dry concrete mix has caused significant physical fatigue and work-related
musculoskeletal disorders (WMSDs) in transportation maintenance workers. Detection of …

DriveHarmony: An AI-based safety assistant driving system

K Sultan, A Alsarraf, A Alsarraf, A Alfeeli… - Machine Learning for …, 2024 - Springer
Road safety has been a concern for public and governments across the globe. Statistics
show that more than a million people lose their lives annually due to road traffic accidents …

Driver's Fatigue Classification based on Physiological Signals Using RNN-LSTM Technique

AFA Rabea, SA Ahmad, AC Soh… - 2022 IEEE-EMBS …, 2022 - ieeexplore.ieee.org
One of the major reasons for road accidents is driver's fatigue which causes several fatalities
every year. Various studies on road accidents have proved that 20% of the accidents are …

[PDF][PDF] Electroencephalogram (EEG)-based Systems to Monitor Driver Fatigue: A Review.

MS Ibrahim, SR Kamat… - International …, 2022 - dspace.unimap.edu.my
An efficient system that is capable to detect driver fatigue is urgently needed to help avoid
road crashes. Recently, there has been an increase of interest in the application of …

Classification of Muscle Fatigue during Prolonged Driving

NL Azmi, NA Ab Ghafar, KAM Nor… - ELEKTRIKA-Journal of …, 2022 - elektrika.utm.my
Driving has become essential in transporting people from one place to another. However,
prolonged driving could cause muscle fatigue, leading to drowsiness and microsleep …

[PDF][PDF] SENSOR BASED INTELLIGENT SYSTEMS

RN Baral - 2023 - ciir.in
In practical applications, sensors are often utilised as monitoring and observing
components. Sensors, however, are unable to solve system problems since the data they …

MATHEMATICAL MODEL OF PHYSICAL FACTORS LEADING TO DRIVER FATIGUE DURING PROLONGED DRIVING

NA Ab Ghafar - Journal of Engineering and Technology (JET), 2022 - jet.utem.edu.my
Prolonged driving in a monotonous environment leads to drowsiness, hinders the driver's
performance, and increasees muscle fatigue. This often results in vehicle crashes and loss …

[PDF][PDF] ACRS Submission

MM Small, I Johnston - 2021 - archive.acrs.org.au
The Australasian College of Road Safety is the region's peak membership association for
road safety with a vision of eliminating death and serious injury on the road. Our members …