File
Authors
Yoshikawa, Takuya
Keywords
biometrics
unconscious biometrics
continuous authentication
brain wave
principle component analysis
NDC
Technology. Engineering
Abstract
For user management in high-security systems, continuous authentication is required, where unconscious biometrics is suitable. We have proposed to use brain waves as such unconscious biometrics. Assuming continuous authentication of drivers, we have measured brain waves in virtual driving environments and evaluated the verification performance. In this paper, we introduce Principle Component Analysis (PCA) into the feature extraction. It is confirmed that the introduction of PCA is effective for improving the verification performance.
Publisher
IEEE
Content Type
Conference Paper
Link
https://ieeexplore.ieee.org/abstract/document/7432808/
ISSN・ISBN
978-1-4244-5015-2
Journal Title
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015)
Current Journal Title
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015)
Start Page
422
End Page
425
Published Date
2015
DOI
Text Version
Author
Rights
© © 2015 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 International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015). 2015, 422-425
Department
Faculty of Engineering/Graduate School of Engineering
Language
English