Estimation of Muscular Load Based on EMG by Considering Bodily Features

DOI Web Site Web Site 1 Citations 14 References

Bibliographic Information

Other Title
  • 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—

Search this article

Abstract

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.

Journal

Citations (1)*help

See more

References(14)*help

See more

Keywords

Details 詳細情報について

Report a problem

Back to top