Improved Cognitive Vigilance Assessment after Artifact Reduction with Wavelet Independent Component Analysis

Improved Cognitive Vigilance Assessment after Artifact Reduction with Wavelet Independent Component Analysis

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Vigilance level assessment is of prime importance to avoid life-threatening human error. Critical working environments such as air traffic control, driving, or military surveillance require the operator to be alert the whole time. The electroencephalogram (EEG) is a very common modality that can be...

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Bibliographic Details
Main Authors: Al-Nashash, H. (Author), Al-Shargie, F. (Author), Farha, N.A (Author), Tariq, U. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Air traffic control
Analysis method
Artefact reduction
Brain
dimensionality reduction
Dimensionality reduction
Electroencephalography
Extraction
Eye movements
feature extraction
Feature extraction
Features extraction
independent component analysis
Independent component analysis
Independent components analysis
noise
Noise
Spectral density
Threshold
thresholds
vigilance assessment
Vigilance assessment
Vigilance levels
wavelet transform
Wavelet transforms
Wavelets transform
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