WEKO3
アイテム
表面筋電位を用いた認証システム実装のための筋電波形の特徴量の選出
http://hdl.handle.net/10458/6452
http://hdl.handle.net/10458/6452f5fc405b-128c-4b5a-8190-9e7081380f82
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
本文 (876.8 kB)
|
|
| Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2020-06-21 | |||||
| タイトル | ||||||
| タイトル | 表面筋電位を用いた認証システム実装のための筋電波形の特徴量の選出 | |||||
| 言語 | ja | |||||
| タイトル | ||||||
| タイトル | Selection of Features for User Authentication System Using Surface Electromyogram Signals | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | mobile device, user authentication, shoulder surfing, electromyogram | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | departmental bulletin paper | |||||
| 著者 |
平田, 木乃美
× 平田, 木乃美× 横山, 美波× 山場, 久昭× 油田, 健太郎× 岡崎, 直宣× 平田, 木乃美× Yokoyama, Minami |
|||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | At the present time, mobile devices such as tablet-type PCs and smart phones have widely penetrated into our daily lives. Therefore, an authentication method that prevents shoulder surfing is needed. We are investigating a new user authentication method for mobile devices that uses surface electromyogram (s-EMG) signals, not screen touching. The s-EMG signals, which are generated by the electrical activity of muscle fibers during contraction, are detected over the skin surface. Muscle movement can be differentiated by analyzing the s-EMG. We carried out a series of experiments to investigate the prospect of an authentication method using s-EMGs in the past. We also proposed the authentication method using the combination of gesture as password. The method compares the myoelectric waveforms generated and to judge whether both are the same by Support Vector Machine(SVM). The judge needs more suitable extraction of features of myoelectric waveforms. In this paper, we investigate the selection of the most appropriate features for user authentication system using surface electromyogram signals. | |||||
| 言語 | en | |||||
| 書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 47, p. 315-319, 発行日 2018-07 |
|||||
| 出版者 | ||||||
| 出版者 | 宮崎大学工学部 | |||||
| 言語 | ja | |||||
| 出版者 | ||||||
| 出版者 | Faculty of Engineering, University of Miyazaki | |||||
| 言語 | en | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 05404924 | |||||
| 書誌レコードID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AA00732558 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
