Using a low-cost electroencephalogram (EEG) directly as random number generator

Bhanupong Petchlert, Hiroshi Hasegawa

研究成果: Conference contribution

11 被引用数 (Scopus)

抄録

In this paper, we propose a new encoding method for converting an electroencephalogram (EEG) signal into binary sequences which use for supplying the random numbers. We focus on low-cost EEG signal since it can be used in real applications that require true random number generator, such as gaming, gambling, and some complex model simulations. Our encoding method uses fluctuations that lie in EEG data due to noise in biometric measurements by keeping the least significant digits of real EEG sample value and then convert this value into a binary sequence. The generated binary sequences have pass most of all statistical test suite of NIST with success rate of 99.47 percent.

本文言語English
ホスト出版物のタイトルProceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014
出版社Institute of Electrical and Electronics Engineers Inc.
ページ470-474
ページ数5
ISBN(電子版)9781479941735
DOI
出版ステータスPublished - 2014 9 29
イベント3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014 - Kitakyushu, Japan
継続期間: 2014 8 312014 9 4

出版物シリーズ

名前Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014

Conference

Conference3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014
国/地域Japan
CityKitakyushu
Period14/8/3114/9/4

ASJC Scopus subject areas

  • 情報システム

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