Study of current emotion and muscle fatigue evaluation method for a walking assistive device

Jun Yan Yang, Jyun Rong Zhuang, Guan Yu Wu, Eiichiro Tanaka

研究成果: Conference contribution

抄録

Proper exercise is suggested to the elderly for the prevention of a stroke. However, when the elderly do exercise, they are easy to feel mental and physical fatigue, such as weak emotion and muscle fatigue. These reasons make them the reduction of willingness for exercise and further cause a stroke. Thus, it is necessary to study the emotion and body condition of the elderly. The goal of this study is to make the elderly who can have positive emotion and better body condition for maintaining motivation during exercise. A new method considering emotion and muscle fatigue evaluation combined with a walking assistive device was proposed. We respectively studied the emotionwalking relationship, emotion promotion method, and muscle fatigue evaluation. In our previous studies, the emotion-walking relationship was confirmed. The emotion promotion method is proposed using walking strategies in this study. The findings exhibited that the emotion could be promoted to the positive area of the 2D emotion map. Furthermore, a new muscle fatigue evaluation method based on near-infrared spectroscopy (NIRS) is proposed. The findings indicated that the muscle fatigue condition is observed by the difference between the concentration of oxygenated hemoglobin and the concentration of deoxygenated hemoglobin. After that, combining emotion recognition and muscle fatigue evaluation, the new three-dimension (3D) emotion-fatigue model was created to display the mental and physical conditions. Finally, this proposal can be used for various applications for the promotion of exercise and rehabilitation.

本文言語English
ホスト出版物のタイトル2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1884-1889
ページ数6
ISBN(電子版)9781728167947
DOI
出版ステータスPublished - 2020 7
イベント2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020 - Boston, United States
継続期間: 2020 7 62020 7 9

出版物シリーズ

名前IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
2020-July

Conference

Conference2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020
国/地域United States
CityBoston
Period20/7/620/7/9

ASJC Scopus subject areas

  • 電子工学および電気工学
  • 制御およびシステム工学
  • コンピュータ サイエンスの応用
  • ソフトウェア

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