スクワットによる脚力疲労にに関伴すうる日検常討生活動作時の重心揺動変化に関する検討

• Item type: SIG Technical Reports(1)
• 公開日: 2022-06-09
• タイトル: スクワットによる脚力疲労にに関伴すうる日検常討生活動作時の重心揺動変化に関する検討
• タイトル / 言語: en
• タイトル: Research on the Change of Swaying Center of Gravity during Daily Activities Due to Leg Strength Fatigue by Squatting
• 言語: jpn
• キーワード / 主題Scheme: Other
• キーワード / 主題: 身体運動・計測
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: 大阪大学大学院情報科学研究科
• 著者所属: 青山学院大学理工学部情報テクノロジー学科
• 著者所属: 大阪大学大学院医学系研究科
• 著者所属: 東北大学電気通信研究所
• 著者所属: 大阪大学大学院医学系研究科
• 著者所属: 大阪大学大学院情報科学研究科
• 著者所属: 青山学院大学理工学部情報テクノロジー学科
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Osaka University
• 著者所属(英): en
• 著者所属(英): Department of Integrated Information Technology, Aoyama Gakuin University
• 著者所属(英): en
• 著者所属(英): Graduate School of Medicine, Osaka University
• 著者所属(英): en
• 著者所属(英): Research Institute of Electrical Communication, Tohoku
• 著者所属(英): en
• 著者所属(英): Graduate School of Medicine, Osaka University
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Osaka University
• 著者所属(英): en
• 著者所属(英): Department of Integrated Information Technology, Aoyama Gakuin University
• 著者名: 新崎, 義峰; 伊藤, 弘大; 小玉, 伽那; 藤田, 和之; 武田, 理宏; 尾上, 孝雄; 伊藤, 雄一
• 著者名(英): Yoshio, Shinzaki; Kodai, Ito; Kana, Kodama; Kazuyuki, Fujita; Takeda, Toshihiro; Takao, Onoye; Yuichi, Itoh\n
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: For the elderly to live comfortably at home, it is necessary to prevent the deterioration of mobility called locomotive syndrome. However, many people visit a medical institution when weakness in their legs and backs becomes apparent, often before it is too late. In this study, we aim to develop a system to estimate leg strength from daily activities. As a preliminary step, we implemented a floor-type device that can acquire center-of-gravity and weight changes, and conducted an evaluation experiment of leg strength estimation using the device. In the experiment, center-of-gravity and weight changes were measured in three 22-year-old students during standing, sitting, and walking before and after squatting, and significant differences were investigated and classified by machine learning. The results showed that significant differences were found in many of the features, and the classification was successful with a 90.1% correct rate.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: For the elderly to live comfortably at home, it is necessary to prevent the deterioration of mobility called locomotive syndrome. However, many people visit a medical institution when weakness in their legs and backs becomes apparent, often before it is too late. In this study, we aim to develop a system to estimate leg strength from daily activities. As a preliminary step, we implemented a floor-type device that can acquire center-of-gravity and weight changes, and conducted an evaluation experiment of leg strength estimation using the device. In the experiment, center-of-gravity and weight changes were measured in three 22-year-old students during standing, sitting, and walking before and after squatting, and significant differences were investigated and classified by machine learning. The results showed that significant differences were found in many of the features, and the classification was successful with a 90.1% correct rate.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA12049625
• 書誌情報: 研究報告エンタテインメントコンピューティング（EC）; 巻 2022-EC-64, 号 2, p. 1-6, 発行日 2022-06-09
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8914
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会