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Authors |
Shindo, Yoshiaki
Graduate School of Sustainable Sciences Tottori University
Takemura, Akinobu
Graduate School of Engineering Tottori University
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Keywords | biometrics
brain wave
tactile stimulation
unperceivable vibration
t-test
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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%.
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Publisher | IEEE
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Content Type |
Conference Paper
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Journal Title | Proceedings of the 7th International Symposium on Computing and Networking Workshops(CANDAR)
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Start Page | 416
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End Page | 419
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Published Date | 2019
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Publisher-DOI | |
Text Version |
Author
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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.
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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
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Department |
Faculty of Engineering/Graduate School of Engineering
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Language |
English
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