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Motion Artifact Elimination Using Fuzzy Rule Based Adaptive Nonlinear Filter (Special Section on Signal Processing and System Theory)
http://hdl.handle.net/10191/20242
http://hdl.handle.net/10191/202425d1cad8a-42cd-456e-8501-f5a51985d6e5
名前 / ファイル | ライセンス | アクション |
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110003215815.pdf (772.8 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2012-10-24 | |||||
タイトル | ||||||
タイトル | Motion Artifact Elimination Using Fuzzy Rule Based Adaptive Nonlinear Filter (Special Section on Signal Processing and System Theory) | |||||
タイトル | ||||||
タイトル | Motion Artifact Elimination Using Fuzzy Rule Based Adaptive Nonlinear Filter (Special Section on Signal Processing and System Theory) | |||||
言語 | en | |||||
言語 | ||||||
言語 | eng | |||||
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 | journal article | |||||
著者 |
Kiryu, Tohru
× Kiryu, Tohru× Kaneko, Hidekazu× Saitoh, Yoshiaki |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Myoelectric (ME) signals during dynamic movement suffer from motion artifact noise caused by mechanical friction between electrodes and the skin. It is difficult to reject artifact noises using linear filters, because the frequency components of the artifact noise include those of ME signals. This paper describes a nonlinear method of eliminating artifacts. It consists of an inverse autoregressive (AR) filter, a nonlinear filter, and an AR filter. To deal with ME signals during dynamic movement, we introduce an adaptive procedure and fuzzy rules that improve the performance of the nonlinear filter for local features. The result is the best ever reported elimination performance. This fuzzy rule based adaptive nonlinear artifact elimination filter will be useful in measurement of ME signals during dynamic movement. | |||||
書誌情報 |
IEICE transactions on fundamentals of electronics, communications and computer sciences en : IEICE transactions on fundamentals of electronics, communications and computer sciences 巻 E77-A, 号 5, p. 833-838, 発行日 1994-05 |
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出版者 | ||||||
出版者 | 電子情報通信学会 | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 09168508 | |||||
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収録物識別子タイプ | NCID | |||||
収録物識別子 | AA10826239 | |||||
権利 | ||||||
権利情報 | copyright@1994 IEICE | |||||
権利 | ||||||
権利情報 | 本文データは学協会の許諾に基づきCiNiiから複製したものである | |||||
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値 | publisher | |||||
異版である | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | URI | |||||
関連識別子 | http://www.ieice.org/jpn/trans_online/index.html | |||||
異版である | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | URI | |||||
関連識別子 | http://ci.nii.ac.jp/naid/110003215815 |