Automated Channel Selection in High-Density sEMG for Improved Force Estimation

Automated Channel Selection in High-Density sEMG for Improved Force Estimation

Accurate and real-time estimation of force from surface electromyogram (EMG) signals enables a variety of applications. We developed and validated new approaches for selecting subsets of high-density (HD) EMG channels for improved and lower-dimensionality force estimation. First, a large dataset was...

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Bibliographic Details
Main Authors: Gelareh Hajian, Ali Etemad, Evelyn Morin
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
high-density electromyography
force estimation
channel selection
fast orthogonal search
Online Access:https://www.mdpi.com/1424-8220/20/17/4858

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