Classification Performance and Feature Space Characteristics in Individuals With Upper Limb Loss Using Sonomyography

Classification Performance and Feature Space Characteristics in Individuals With Upper Limb Loss Using Sonomyography

<italic>Objective</italic>: Sonomyography, or ultrasound-based sensing of muscle deformation, is an emerging modality for upper limb prosthesis control. Although prior studies have shown that individuals with upper limb loss can achieve successful motion classification with sonomyography...

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Bibliographic Details
Main Authors: Susannah Engdahl, Ananya Dhawan, Ahmed Bashatah, Guoqing Diao, Biswarup Mukherjee, Brian Monroe, Rahsaan Holley, Siddhartha Sikdar
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Upper limb
pre-prosthetic training
prosthesis control
sonomyography
feature space
Online Access:https://ieeexplore.ieee.org/document/9672149/

Internet

https://ieeexplore.ieee.org/document/9672149/

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