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Example of sEMG signal decomposed by VMD.

Example of sEMG signal decomposed by VMD.

<p>Original is the original sEMG signal. VMF1-VMF6 and Res are the 6 sub-band components and residual signals.</p>

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Bibliographic Details
Main Author: Yue Yuan (113839) (author)
Published: 2024
Subjects:
Neuroscience
Physiology
Biotechnology
Space Science
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
variational mode decomposition
remove redundant features
ideal input sources
dimensional feature spaces
crucial research fields
recognize hand movements
initial feature space
hand recognition still
effectively extract components
hand movements
feature space
recognition performance
intrinsic components
existing research
efficiently extract
effectively reflect
surface electromyogram
recent years
prosthetic control
proposed method
paper proposes
difficult problem
different numbers
8 low
14 %.
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