Muscle Selection Using ICA Clustering and Phase Variable Method for Transfemoral Amputees Estimation of Lower Limb Joint Angles

Muscle Selection Using ICA Clustering and Phase Variable Method for Transfemoral Amputees Estimation of Lower Limb Joint Angles

Surface electromyography(sEMG) signals are used extensively in the study of lower limb locomotion, capturing and extracting information from various lower limb muscles as input for powered prostheses. Many transfemoral amputees have their lower limbs completely removed below the knee due to disease,...

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Bibliographic Details
Main Authors: Xingyu Liu, Qing Wei, Hongxu Ma, Honglei An, Yi Liu
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Machines
Subjects:
sEMG
ICA clustering
phase variable
joint angle estimation
powered prosthesis
Online Access:https://www.mdpi.com/2075-1702/10/10/944

Internet

https://www.mdpi.com/2075-1702/10/10/944

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