[HTML][HTML] Exploring neuro-physiological correlates of drivers' mental fatigue caused by sleep deprivation using simultaneous EEG, ECG, and fNIRS data
Investigations of the neuro-physiological correlates of mental loads, or states, have attracted
significant attention recently, as it is particularly important to evaluate mental fatigue in …
significant attention recently, as it is particularly important to evaluate mental fatigue in …
[HTML][HTML] Brain electrodynamic and hemodynamic signatures against fatigue during driving
Fatigue is likely to be gradually cumulated in a prolonged and attention-demanding task that
may adversely affect task performance. To address the brain dynamics during a driving task …
may adversely affect task performance. To address the brain dynamics during a driving task …
A LightGBM‐based EEG analysis method for driver mental states classification
H Zeng, C Yang, H Zhang, Z Wu… - Computational …, 2019 - Wiley Online Library
Fatigue driving can easily lead to road traffic accidents and bring great harm to individuals
and families. Recently, electroencephalography‐(EEG‐) based physiological and brain …
and families. Recently, electroencephalography‐(EEG‐) based physiological and brain …
Exploring the fatigue affecting electroencephalography based functional brain networks during real driving in young males
J Chen, H Wang, Q Wang, C Hua - Neuropsychologia, 2019 - Elsevier
In recent years, a large proportion of traffic accidents are caused by driver fatigue. The brain
has been conceived as a complex network, whose function can be assessed with EEG …
has been conceived as a complex network, whose function can be assessed with EEG …
Automatic driver cognitive fatigue detection based on upper body posture variations
Driver cognitive fatigue can significantly affect driving and may lead to fatal accidents. In this
regard, automatic detection of underload driver cognitive fatigue based on upper body …
regard, automatic detection of underload driver cognitive fatigue based on upper body …
EEG-based learning system for online motion sickness level estimation in a dynamic vehicle environment
Motion sickness is a common experience for many people. Several previous researches
indicated that motion sickness has a negative effect on driving performance and sometimes …
indicated that motion sickness has a negative effect on driving performance and sometimes …
Recognising drivers' mental fatigue based on EEG multi-dimensional feature selection and fusion
Y Zhang, H Guo, Y Zhou, C Xu, Y Liao - Biomedical Signal Processing and …, 2023 - Elsevier
Detecting the mental state of a driver using electroencephalography (EEG) signals can
reduce the probability of traffic accidents. However, EEG signals are unstable and nonlinear …
reduce the probability of traffic accidents. However, EEG signals are unstable and nonlinear …
Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices
Driving tasks are vulnerable to the effects of sleep deprivation and mental fatigue,
diminishing driver's ability to respond effectively to unusual or emergent situations …
diminishing driver's ability to respond effectively to unusual or emergent situations …
[HTML][HTML] Assessing the driver's current level of working memory load with high density functional near-infrared spectroscopy: A realistic driving simulator study
Cognitive overload or underload results in a decrease in human performance which may
result in fatal incidents while driving. We envision that driver assistive systems which adapt …
result in fatal incidents while driving. We envision that driver assistive systems which adapt …
Functional connectivity analysis of mental fatigue reveals different network topological alterations between driving and vigilance tasks
Despite the apparent importance of mental fatigue detection, a reliable application is
hindered due to the incomprehensive understanding of the neural mechanisms of mental …
hindered due to the incomprehensive understanding of the neural mechanisms of mental …