シンポジウム: スポーツ・アンド・ヒューマン・ダイナミクス講演論文集
Online ISSN : 2432-9509
セッションID: 310
会議情報
310 特定筋の筋力増強を目的とするニューラルネットワークを用いた運動軌道設計と評価(トレーニングとリハビリテーション)
糸数 建太三好 孝典寺嶋 一彦
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会議録・要旨集 フリー

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In recent years, ageing of the population has been emerged as a social issue in Japan. Therefore, it is important to regain and maintain muscle strength for care prevention. We are researching specified muscle training for efficient strengthening. In the present study, design of a motion path is proposed for the specified muscle training using neural network. For training, the load is applied by using a 2-link arm. By using the proposed method to estimate muscle activity level, it is possible to design a motion path that maximizes the activity of agonist muscles and minimizes the activity of other muscles. EMG signal is measured during a training experiment and the degree of muscular revitalization is evaluated by the amplitude of EMG signal. Finally, the effectiveness of proposed approach is demonstrated through experiments.
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© 2012 一般社団法人 日本機械学会
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