File
Authors
Baba, Sadanao
Li, Shigang
Keywords
Biometrics
Driver Authentication
Brain Wave
Simplified Driving Simulator
Abstract
The brain wave is able to present biometric data unconsciously, so that it enables continuous or on-demand authentication which is effective in user management. In this paper, assuming an application to driver authentication, we evaluate verification performance of the brain wave using a simplified driving simulator. In addition, dividing the α-β band to several partitions, we propose to extract the difference between a mean value of the power spectrum at each partition in relaxed condition and that in mental-tasked condition as an individual feature. Fusing the differences from higher partitions in verification, the EER of 24% is obtained among 10 subjects.
Publisher
IEEE
Content Type
Conference Paper
Link
ISSN・ISBN
978-1-4577-1356-9
Journal Title
Proceedings of 2011 International Conference on Biometrics and Kansei Engineering (ICBAKE2011)
Current Journal Title
Proceedings of 2011 International Conference on Biometrics and Kansei Engineering (ICBAKE2011)
Start Page
71
End Page
76
Published Date
2011
Publisher-DOI
Text Version
Author
Rights
© © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Citation
Proceedings of 2011 International Conference on Biometrics and Kansei Engineering (ICBAKE2011). 2011, 71-76
Department
Faculty of Engineering/Graduate School of Engineering
Language
English