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Driver drowsiness measurement technologies: Current research, market solutions, and challenges
M Doudou, A Bouabdallah… - International Journal of …, 2020 - Springer
Significant advances in embedded technologies hold promise to characterize and monitor
driver's state of alertness and detect critical levels of driver drowsiness in real-time. While …
driver's state of alertness and detect critical levels of driver drowsiness in real-time. While …
A review of driver fatigue detection and its advances on the use of RGB-D camera and deep learning
Driver fatigue is an essential reason for traffic accidents, which poses a severe threat to
people's lives and property. In this review, we summarize the latest research findings and …
people's lives and property. In this review, we summarize the latest research findings and …
A real-time wireless brain–computer interface system for drowsiness detection
A real-time wireless electroencephalogram (EEG)-based brain-computer interface (BCI)
system for drowsiness detection has been proposed. Drowsy driving has been implicated as …
system for drowsiness detection has been proposed. Drowsy driving has been implicated as …
A novel learning model of driver fatigue features representation for steering wheel angle
Z Li, L Chen, L Nie, SX Yang - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
In the field of advanced driver assistance systems (ADAS), effective learning of driver fatigue
characteristics representation is a major challenge due to uncertainties of both real roads …
characteristics representation is a major challenge due to uncertainties of both real roads …
A contextual and temporal algorithm for driver drowsiness detection
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 …
drowsiness-related lane. The algorithm uses steering angle, pedal input, vehicle speed and …
Automatic detection of driver fatigue using driving operation information for transportation safety
Z Li, L Chen, J Peng, Y Wu - Sensors, 2017 - mdpi.com
Fatigued driving is a major cause of road accidents. For this reason, the method in this paper
is based on the steering wheel angles (SWA) and yaw angles (YA) information under real …
is based on the steering wheel angles (SWA) and yaw angles (YA) information under real …
[HTML][HTML] A systematic review on detection and prediction of driver drowsiness
ME Shaik - Transportation research interdisciplinary perspectives, 2023 - Elsevier
Driver drowsiness has emerged as one of the key factors in recent times' traffic accidents,
which can result in fatalities, serious physical losses, large monetary losses, and significant …
which can result in fatalities, serious physical losses, large monetary losses, and significant …
A method for fatigue detection based on Driver's steering wheel grip
R Li, YV Chen, L Zhang - International Journal of Industrial Ergonomics, 2021 - Elsevier
We propose a simple method to measure a driver's fatigue state by detecting the driver's grip
force on the steering wheel while driving. We tested the grip force of 36 drivers on the …
force on the steering wheel while driving. We tested the grip force of 36 drivers on the …
Effects of whole-body vibration on driver drowsiness: A review
Introduction: Whole-body vibration has direct impacts on driver vigilance by increasing
physical and cognitive stress on the driver, which leads to drowsiness, fatigue and road …
physical and cognitive stress on the driver, which leads to drowsiness, fatigue and road …
Abnormal driving detection based on normalized driving behavior
J Hu, L Xu, X He, W Meng - IEEE Transactions on Vehicular …, 2017 - ieeexplore.ieee.org
Abnormal driving behavior may cause serious danger to both the driver and the public. In
this study, we propose to detect abnormal driving by analyzing normalized driving behavior …
this study, we propose to detect abnormal driving by analyzing normalized driving behavior …