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Authors
Shindo, Yoshiaki Graduate School of Sustainable Sciences Tottori University
Nakanishi, Isao Faculty of Engineering Tottori University Researchers DB KAKEN
Takemura, Akinobu Graduate School of Engineering Tottori University
Keywords
biometrics
brain wave
tactile stimulation
unperceivable vibration
t-test
Abstract
In this study, the person verification using brainwaves evoked by unperceivable vibration stimulation is proposed. Brainwaves in the participants were measured while they were given unperceivable vibration stimuli, and their inducibility and individuality were examined on the basis of a t-test using spectral content rates in θ, α, and β wavebands. In addition, the verification performance using the content rates as an individual feature was evaluated using Euclidian distance matching. The average equal error rate of all electrodes was approximately 34%.
Publisher
IEEE
Content Type
Conference Paper
Journal Title
Proceedings of the 7th International Symposium on Computing and Networking Workshops(CANDAR)
Start Page
416
End Page
419
Publisher-DOI
Text Version
Author
Rights
© 2019 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
Yoshiaki Shindo, Isao Nakanishi, Akinobu Takemura. A Study on Person Verification Using Electroencephalograms Evoked by Unperceivable Vibration Stimuli. Proceedings of the 7th International Symposium on Computing and Networking Workshops (CANDARW), pp.416-419, Nov. 2019
Department
Faculty of Engineering/Graduate School of Engineering
Language
English