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...
| Main Authors: | Almahasneh, H., Kamel, N., Walter, N., Malik, A.S. |
|---|---|
| Format: | Conference or Workshop Item |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.26192 / |
| 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/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|