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ニューラルネットワークを用いたFBGセンサによる歪み計測 : 誤差逆伝搬法によるシミュレーション
http://hdl.handle.net/10258/104
http://hdl.handle.net/10258/1047d0decfa-5ddc-408a-9814-424d89d4200a
名前 / ファイル | ライセンス | アクション |
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52_toukou08.pdf.pdf (479.2 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||||||||
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公開日 | 2007-05-25 | |||||||||||
タイトル | ||||||||||||
言語 | ja | |||||||||||
タイトル | ニューラルネットワークを用いたFBGセンサによる歪み計測 : 誤差逆伝搬法によるシミュレーション | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Strain Measurement Using FBG Sensors bu Neural Networks : Numerical Simulation by Back Propagation Method | |||||||||||
言語 | ||||||||||||
言語 | jpn | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | fiber bragg grating | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | optical fiber sensors | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | strain measurement | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | neural networks | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | numerical simulation | |||||||||||
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 | |||||||||||
アクセス権 | ||||||||||||
アクセス権 | open access | |||||||||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||
著者 |
齋藤, 大介
× 齋藤, 大介× 佐藤, 信也
WEKO
9872
× 今井, 正明 |
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室蘭工業大学研究者データベースへのリンク | ||||||||||||
佐藤 信也(SATO Shinya) | ||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000051_ja.html | ||||||||||||
抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | Recently, a variety of sensors using optical fibers have been studied intensively since these sensors offer a compact, robust, lightweight and potentially low cost solution. In this paper, we concentrate an strain sensors using fiber Bragg grating (FBG) because FBG sensors bave proven to be useful for monitoring structural strains (elongation). However, most of the FBG sensors reported so far employ a spectrum analyzer that is usually expensive. We propose here a low cost FBG sensor utilizing artificial neural networks that is used to learn the mapping relalion between strains and normalized trartsmission power spectrum. Numerical simulation based on a back propagation method demonstrates that the FBG sensors with neural networks are useful for the measurements of the strain. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
ja : 室蘭工業大学紀要 en : Memoirs of the Muroran Institute of Technology 巻 52, p. 141-147, 発行日 2002-11-30 |
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注記 | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | 投稿論文 | |||||||||||
言語 | ja | |||||||||||
出版者 | ||||||||||||
言語 | ja | |||||||||||
出版者 | 室蘭工業大学 | |||||||||||
論文ID(NAID) | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | NAID | |||||||||||
関連識別子 | 110000076601 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 547 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 13442708 | |||||||||||
書誌レコードID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA11175464 | |||||||||||
権利 | ||||||||||||
言語 | ja | |||||||||||
権利情報 | © 2002 室蘭工業大学 | |||||||||||
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 | |||||||||||
フォーマット | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | application/pdf |