書誌事項
- タイトル別名
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- Estimation of Muscular Load Based on EMG by Considering Bodily Features
- 身体的特徴を考慮したEMGに基づく筋負荷推定 : 身体的特徴の分類と推定精度の向上
- シンタイテキ トクチョウ オ コウリョ シタ EMG ニ モトズク キン フカ スイテイ : シンタイテキ トクチョウ ノ ブンルイ ト スイテイ セイド ノ コウジョウ
- —Clustering of Bodily Features and Improvement of Estimation Accuracy—
- —身体的特徴の分類と推定精度の向上—
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抄録
In the rehabilitation for the motor function recovery, the menu of the rehabilitation has been decided based on doctor's subjectivity by knowledge and the experience. However, the decision based on doctor's subjectivity has the possibility of inviting the result that the judgement is different in each doctor. On the other hand, authors were relating “muscular power coefficient”, that showed the relation of EMG (Electromyogram) and muscular load, and bodily features in the nonlinear model by GP (Genetic Programing). As a result, a muscular condition was enabled to be estimated objectively only by knowing patient's bodily features. This paper proposed the improvement of the estimation accuracy by clustering based on subject's bodily features, and constructing the nonlinear model in each class. The effectiveness of the proposed method is shown by the experimental work using the subjects at two or more ages.
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) 133 (5), 978-984, 2013
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
- 1390001204608715136
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- NII論文ID
- 10031166979
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 024671215
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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
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可