Multi-Channel FES Gait Rehabilitation Assistance System Based on Adaptive sEMG Modulation

Multi-Channel FES Gait Rehabilitation Assistance System Based on Adaptive sEMG Modulation

Functional electrical stimulation (FES) can be used to stimulate the lower-limb muscles to provide walking assistance to stroke patients. However, the existing surface electromyography (sEMG)-based FES control methods mostly only consider a single muscle with a fixed stimulation intensity and freque...

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Bibliographic Details
Main Authors: Chunfu Lu, Ruite Ge, Zhichuan Tang, Xiaoyun Fu, Lekai Zhang, Keshuai Yang, Xuan Xu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
BILSTM
EMG prediction
functional electrical stimulation
gait rehabilitation
Online Access:https://ieeexplore.ieee.org/document/10246446/

Internet

https://ieeexplore.ieee.org/document/10246446/

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