A Novel Myoelectric Control Scheme Supporting Synchronous Gesture Recognition and Muscle Force Estimation

A Novel Myoelectric Control Scheme Supporting Synchronous Gesture Recognition and Muscle Force Estimation

Aiming to provide feasible solutions for the realization of the robust and natural myoelectric control systems, a novel myoelectric control scheme supporting gesture recognition and muscle force estimation is proposed in this study. Eleven grasping gestures abstracted from daily life are selected as...

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Bibliographic Details
Main Authors: Ruochen Hu, Xiang Chen, Haotian Zhang, Xu Zhang, Xun Chen
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Gesture recognition
muscle force estimation
HD-sEMG
multi-task learning
post-processing
Online Access:https://ieeexplore.ieee.org/document/9756369/

Internet

https://ieeexplore.ieee.org/document/9756369/

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