Toward Hand Pattern Recognition in Assistive and Rehabilitation Robotics Using EMG and Kinematics

Wearable hand robots are becoming an attractive means in the facilitating of assistance with daily living and hand rehabilitation exercises for patients after stroke. Pattern recognition is a crucial step toward the development of wearable hand robots. Electromyography (EMG) is a commonly used biolo...

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Bibliographic Details
Main Authors: Hui Zhou, Qianqian Zhang, Mengjun Zhang, Sameer Shahnewaz, Shaocong Wei, Jingzhi Ruan, Xinyan Zhang, Lingling Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2021.659876/full