Art

J-GLOBAL ID：202002275652681525   Reference number：20A2808600

Study on Human Behavior Classification by Using High-Performance Shoes Equipped with Pneumatic Actuators

空気圧アクチュエータを備えた高性能靴を用いた人間行動分類に関する研究

Author (3)： Hayakawa Yasuhiro (Department of Control Engineering, National Institute of Technology, Nara College) ,  Kimata Yuta (Advanced Mechanical Engineering Course, National Institute of Technology, Nara College) ,  Kida Keisuke (Advanced Mechanical Engineering Course, National Institute of Technology, Nara College)
Material： Journal of Robotics and Mechatronics  (J Robot Mechatron)
Volume： 32  Issue： 5  Page： 947-957(J-STAGE)  Publication year： 2020 
JST Material Number： L0735A  ISSN： 0915-3942  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *actuator ,...
Semi thesaurus term： Supervised Machine Learning ,...

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Author keywords (5)： pneumatics ,  supervised machine-learning classifiers ,  rehabilitation ,  walking training ,  shoes

JST classification (1)： Rehabilitation  (GB06000Z)

Reference (16)：

• [1] Cabinet Office, “Situation of the Ageing Population,” Annual Report on the Ageing Society, pp. 3-9, 2019.
• [2] Tokyo Fire Department, “Accidents by type,” Actual Situation of Daily Life Accidents From Emergency Transport Data, pp. 21-37, 2019.
• [3] M. F. Antwi-Afari, H. Li, J. Seo, and A. Y. L. Wong, “Wearable insole pressure system for automated detection and classification of awkward working postures in construction workers,” Automation in Construction, Vol.96, pp. 189-199, 2018.
• [4] S. Lee, S. T. Cho, and S. Choi, “Classification of Gait Type Based on Deep Learning Using Various Sensors with Smart Insole,” Sensors, Vol.19, No.8, 1757, 2019.
• [5] A. B. Putti, G. P. Arnold, L. Cochrane, and R. J. Abboud, “The Pedar^® in-shoe system: Repeatability and normal pressure values,” Gait & Posture, Vol.25, pp. 401-405, 2007.

Terms in the title (6)： 空気圧アクチュエータ ,  高性能 ,  靴 ,  人間行動 ,  分類 ,  研究