Accurate recognition of lower limb ambulation mode based on surface electromyography and motion data using machine learning.

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作者： Bin,Zhou ^[1] ; Hong,Wang ^[2] ; Fo,Hu ^[1] ; Naishi,Feng ^[1] ; Hailong,Xi ^[1] ; Zhihan,Zhang ^[1] ; Hao,Tang ^[1]

作者单位： Department of Mechanical Engineering and Automation, Northeastern University, Shenyang 110819, China. ^[1] Department of Mechanical Engineering and Automation, Northeastern University, Shenyang 110819, China. Electronic address: hongwang@mail.neu.edu.cn. ^[2]

关键词 Ambulation mode recognition Inertial measurement units Machine learning Surface electromyography

主题词日常生活活动(Activities of Daily Living);老年人(Aged);算法(Algorithms);肌电描记术(Electromyography);人类(Humans);下肢(Lower Extremity);步行(Walking)

DOI 10.1016/j.cmpb.2020.105486

PMID 32402846

发布时间 2021-05-14

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