Sparse Sonomyography-based Estimation of Isometric Force: A Comparison of Methods and Features

Sparse Sonomyography-based Estimation of Isometric Force: A Comparison of Methods and Features

Noninvasive methods for estimation of joint and muscle forces have widespread clinical and research applications. Surface electromyography (sEMG) provides a measure of the neural activation of muscles which can be used to estimate the force produced by the muscle. However, sEMG based measures of for...

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Bibliographic Details
Main Authors: Alzamani, M. (Author), Dockum, A. (Author), Kamatham, A.T (Author), Mukherjee, B. (Author), Sikdar, S. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Activity sensing
A-mode ultrasound
A-mode ultrasounds
Biomedical signal processing
Clinical research
Electromyography
Estimation
Feature extraction
Features extraction
Force
force estimation
Force estimation
Force predictions
Forecasting
Muscle
Muscle activities
muscle activity sensing.
Muscle activity sensing.
Muscles
Noninvasive medical procedures
Regression analysis
Signal to noise ratio
sonomyography
Sonomyography
Transducers
Ultrasonic imaging
Ultrasonic variable measurement
Ultrasonic variables measurement
Ultrasonography
Wearable technology
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