書誌事項
- タイトル別名
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- Estimating Isometric Tension of Finger Muscle Using Needle EMG Signals and the Twitch Contraction Model
- シンキン デンシンゴウ ト タンシュウシュク タタミコミ モデル ニ ヨル シュシキン ノ トウ シャクセイ シュウシュクジ チョウリョク ノ スイテイ
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We address an estimation method of isometric muscle tension of fingers, as fundamental research for a neural signal-based prosthesis of fingers. We utilize needle electromyogram (EMG) signals, which have approximately equivalent information to peripheral neural signals.<br>The estimating algorithm comprised two convolution operations. The first convolution is between normal distribution and a spike array, which is detected by needle EMG signals. The convolution estimates the probability density of spike-invoking time in the muscle. In this convolution, we hypothesize that each motor unit in a muscle activates spikes independently based on a same probability density function. The second convolution is between the result of the previous convolution and isometric twitch, viz., the impulse response of the motor unit. The result of the calculation is the sum of all estimated tensions of whole muscle fibers, i.e., muscle tension.<br>We confirmed that there is good correlation between the estimated tension of the muscle and the actual tension, with >0.9 correlation coefficients at 59%, and >0.8 at 89% of all trials.
収録刊行物
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- 電気学会論文誌Ｃ（電子・情報・システム部門誌）
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電気学会論文誌Ｃ（電子・情報・システム部門誌） 130 (2), 254-260, 2010
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390001204607656192
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- NII論文ID
- 10026227911
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 10568381
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- Crossref
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- KAKEN
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- 使用不可