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   Articles with "driving fatigue" as a keyword



A Product Fuzzy Convolutional Network for Detecting Driving Fatigue.

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recommendations! Published in 2022 at "IEEE transactions on cybernetics"

DOI: 10.1109/tcyb.2021.3123842

Abstract: Existing driving fatigue detection methods rarely consider how to effectively fuse the advantages of the electroencephalogram (EEG) and electrocardiogram (ECG) signals to enhance detection performance under noise conditions. To address the issues, this article proposes… read more here.

Keywords: network; driving fatigue; ecg; detection ... See more keywords

A Systematic Survey of Driving Fatigue Monitoring

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recommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2022.3189346

Abstract: The appearance of fatigue is not conducive to driving activities because this state can affect driving performance and even cause life-threatening consequences. To reduce various traffic accidents caused by fatigue, researchers began to explore effective… read more here.

Keywords: systematic survey; survey driving; driving fatigue; fatigue ... See more keywords
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Can Steering Wheel Detect Your Driving Fatigue?

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recommendations! Published in 2021 at "IEEE Transactions on Vehicular Technology"

DOI: 10.1109/tvt.2021.3072936

Abstract: Automated Driving System (ADS) has attracted increasing attention but the state-of-the-art ADS largely on vehicle driving parameters and facial features, which lacks reliability. Approaches using physiological based sensors (e.g., electroencephalogram or electrocardiogram) are either too… read more here.

Keywords: fatigue; steering wheel; driving fatigue; detect driving ... See more keywords

Classifying Driving Fatigue by Using EEG Signals

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recommendations! Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/1885677

Abstract: Fatigue driving is one of the main reasons for the occurrence of traffic accidents. Brain-computer interface, as a human-computer interaction method based on EEG signals, can communicate with the outside world and move freely through… read more here.

Keywords: driving fatigue; classifying driving; using eeg; fatigue ... See more keywords

Assessment of Combination of Automated Pupillometry and Heart Rate Variability to Detect Driving Fatigue

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recommendations! Published in 2022 at "Frontiers in Public Health"

DOI: 10.3389/fpubh.2022.828428

Abstract: Objectives Approximately 20~30% of all traffic accidents are caused by fatigue driving. However, limited practicability remains a barrier for the real application of available techniques to detect driving fatigue. Use of pupillary light reflex (PLR)… read more here.

Keywords: driving fatigue; fatigue; rate variability; heart rate ... See more keywords

Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task

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recommendations! Published in 2024 at "Behavioral Sciences"

DOI: 10.3390/bs14111090

Abstract: Attentional deficits have tragic consequences on road safety. These deficits are not solely caused by distraction, since they can also arise from other mental impairments such as, most frequently, mental fatigue. Fatigue is among the… read more here.

Keywords: task; visual attention; fatigue; professional drivers ... See more keywords

Directed Brain Network Analysis for Fatigue Driving Based on EEG Source Signals

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recommendations! Published in 2022 at "Entropy"

DOI: 10.3390/e24081093

Abstract: Fatigue driving is one of the major factors that leads to traffic accidents. Long-term monotonous driving can easily cause a decrease in the driver’s attention and vigilance, manifesting a fatigue effect. This paper proposes a… read more here.

Keywords: driving fatigue; brain; fatigue; source ... See more keywords

Driving Fatigue Detection with Three Non-Hair-Bearing EEG Channels and Modified Transformer Model

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recommendations! Published in 2022 at "Entropy"

DOI: 10.3390/e24121715

Abstract: Driving fatigue is the main cause of traffic accidents, which seriously affects people’s life and property safety. Many researchers have applied electroencephalogram (EEG) signals for driving fatigue detection to reduce negative effects. The main challenges… read more here.

Keywords: driving fatigue; non hair; model; eeg ... See more keywords