R-principal subspace for driver cognitive state classification

• Main Authors: Almahasneh, H., Kamel, N., Walter, N., Malik, A.S.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2015
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953315533&doi=10.1109%2fEMBC.2015.7319300&partnerID=40&md5=098d0593e80cc929afe804db1c5ba2b3; http://eprints.utp.edu.my/26192/
• Institution: Universiti Teknologi Petronas

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...