r-Principal Subspace for Driver Cognitive State Classification

Using EEG signals, a novel technique for driver cognitive state assessment is presented, analyzed and experimentally verified. The proposed technique depends on the singular value decomposition (SVD) in finding the distributed energy of the EEG data matrix A in the direction of the r-principal subsp...

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Bibliographic Details
Main Authors: Almahasneh, Hossam, Kamel , Nidal, Nicolas, Walter, Malik, Aamir Saeed
Format: Conference or Workshop Item
Published: 2015
Subjects:
Online Access:http://eprints.utp.edu.my/11829/1/r-principal%20subspace%20for%20driver%20cognitive%20state%20classification.pdf
http://eprints.utp.edu.my/11829/
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