Simultaneous sEMG Recognition of Gestures and Force Levels for Interaction With Prosthetic Hand

Simultaneous sEMG Recognition of Gestures and Force Levels for Interaction With Prosthetic Hand

The natural interaction between the prosthetic hand and the upper limb amputation patient is important and directly affects the rehabilitation effect and operation ability. Most previous studies only focused on the interaction of gestures but ignored the force levels. This paper proposes a simultane...

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Bibliographic Details
Main Authors: Bin Fang, Chengyin Wang, Fuchun Sun, Ziming Chen, Jianhua Shan, Huaping Liu, Wenlong Ding, Wenyuan Liang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
sEMG
CNN
multitask classification algorithm
gesture
force level
amputees
Online Access:https://ieeexplore.ieee.org/document/9861657/

Internet

https://ieeexplore.ieee.org/document/9861657/

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