Continuous Gesture Recognition and Force Estimation Using sEMG Signal

Continuous Gesture Recognition and Force Estimation Using sEMG Signal

The surface electromyography (sEMG) signals contain a large amount of physiological information reflecting the body’s motor intention. The use of sEMG signals for gesture recognition has received a lot of attention in both robotics and rehabilitation fields. Most of the current studies on...

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Bibliographic Details
Main Authors: Xuhui Sun, Yinhua Liu, Hequn Niu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Finger curvature
continuous gesture recognition
muscle force estimation
multi-stream convolution neural network
LSTM
Online Access:https://ieeexplore.ieee.org/document/10274899/

Internet

https://ieeexplore.ieee.org/document/10274899/

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