r-Principal Subspace for Driver Cognitive State Classification

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

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...