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Biometric authentication using evoked potentials stimulated by personal ultrasound

https://repository.lib.tottori-u.ac.jp/records/7040
https://repository.lib.tottori-u.ac.jp/records/7040
92857598-0b82-4f73-9fa6-9539faa2c500
名前 / ファイル ライセンス アクション
TSP2019_365.pdf TSP2019_365.pdf (236.1 kB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2020-06-05
タイトル
言語 en
タイトル Biometric authentication using evoked potentials stimulated by personal ultrasound
言語
言語 eng
キーワード
主題 biometrics
キーワード
主題 brain wave
キーワード
主題 EEG
キーワード
主題 ultrasound
キーワード
主題 evoked potential
キーワード
言語 en
主題 biometrics
キーワード
言語 en
主題 brain wave
キーワード
言語 en
主題 EEG
キーワード
言語 en
主題 ultrasound
キーワード
言語 en
主題 evoked potential
資源タイプ
資源タイプ conference paper
著者 Nakanishi, Isao

× Nakanishi, Isao

WEKO 2512
e-Rad 80243377
研究者総覧鳥取大学 100000543

Nakanishi, Isao

ja-Kana ナカニシ, イサオ

en Nakanishi, Isao

Search repository
Maruoka, Takehiro

× Maruoka, Takehiro

WEKO 26120

Maruoka, Takehiro

ja-Kana マルオカ, タケヒロ

Search repository
Maruoka, Takehiro

× Maruoka, Takehiro

WEKO 26121

en Maruoka, Takehiro

ja-Kana マルオカ, タケヒロ

Search repository
著者所属(英)
en
Faculty of Engineering Tottori University
著者所属(英)
en
Graduate School of Sustainability Sciences Tottori University
抄録
内容記述タイプ Other
内容記述 In recent years, biometrics such as fingerprints and iris scans has been used in authentication. However, conventional biometrics is vulnerable to identity theft, especially in user management systems. As a new biometric without this vulnerability, we focused on brain waves. In this paper, we show that individuals can be authenticated using evoked potentials when they are subjected to ultrasound. We measured the electroencephalograms (EEGs) of 10 experimental ubjects. Individual features were extracted from the power spectra of the EEGs using the principle component analysis and verification was achieved using the support vector machine. We found that for the proposed authentication method, the equal error rate for a single electrode was about 22-32 %. For a multi-electrode, the equal error rate was 4.4 % using the majority decision rule.
書誌情報 Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP2019)
en : Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP2019)

p. 365-368, 発行日 2019
出版者
出版者 IEEE
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.1109/TSP.2019.8769090
権利
権利情報 © 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 collec
情報源
関連名称 Nakanishi Isao, Maruoka Takehiro. Biometric authentication using evoked potentials stimulated by personal ultrasound. Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP), pp. 365-368, Jul. 2019.
著者版フラグ
出版タイプ AM
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