Detecting driver mental fatigue based on Electroencephalogram (EEG) signals during simulated driving
نویسندگان
چکیده
منابع مشابه
detecting driver mental fatigue based on eeg alpha power changes during simulated driving
background: driver fatigue is one of the major implications in transportation safety and accounted for up to 40% of road accidents. this study aimed to analyze the eeg alpha power changes in partially sleep-deprived drivers while performing a simulated driving task. methods: twelve healthy male car drivers participated in an overnight study. continuous eeg and eog records were taken during driv...
متن کاملDetecting Driver Mental Fatigue Based on EEG Alpha Power Changes during Simulated Driving
BACKGROUND Driver fatigue is one of the major implications in transportation safety and accounted for up to 40% of road accidents. This study aimed to analyze the EEG alpha power changes in partially sleep-deprived drivers while performing a simulated driving task. METHODS Twelve healthy male car drivers participated in an overnight study. Continuous EEG and EOG records were taken during driv...
متن کاملP25: Driver Cognitive Fatigue Detection Based on Changes in EEG Frequency Bands in Non-Professional Drivers during a Simulated Driving Task
لطفاً به چکیده انگلیسی مراجعه شود.
متن کاملp25: driver cognitive fatigue detection based on changes in eeg frequency bands in non-professional drivers during a simulated driving task
driver fatigue may impose the risk of crashes and is a leading cause of death in transportation industry. this study aimed to detect driver cognitive fatigue based on changes in eeg frequency bands in non-professional drivers during a simulated driving task. in a descriptive-analytical study, 12 healthy male car drivers took part in a two hour driving session on a simulated monotonous road, whi...
متن کاملEstimating mental fatigue based on electroencephalogram and heart rate variability
The effects of long term mental arithmetic task on psychology are investigated by subjective self-reporting measures and action performance test. Based on electroencephalogram (EEG) and heart rate variability (HRV), the impacts of prolonged cognitive activity on central nervous system and autonomic nervous system are observed and analyzed. Wavelet packet parameters of EEG and power spectral ind...
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ژورنال
عنوان ژورنال: IOP Conference Series: Materials Science and Engineering
سال: 2021
ISSN: 1757-899X
DOI: 10.1088/1757-899x/1070/1/012096