A CW-CNN regression model-based real-time system for virtual hand control

A CW-CNN regression model-based real-time system for virtual hand control

For upper limb amputees, wearing a myoelectric prosthetic hand is the only way for them to continue normal life. Even until now, the proposal of a high-precision and natural performance real-time control system based on surface electromyography (sEMG) signals is still challenging. Researchers have p...

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Bibliographic Details
Main Authors: Zixuan Qin, Zixun He, Yuanhao Li, Supat Saetia, Yasuharu Koike
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Neurorobotics
Subjects:
channel-wise CNN (CW-CNN)
real-time control system
regression model
surface electromyography (SEMG)
target achievement control (TAC)
virtual hand control
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2022.1072365/full

Internet

https://www.frontiersin.org/articles/10.3389/fnbot.2022.1072365/full

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