Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition.
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition.
Oct 25, 2022 · Single channel emg ... signal classification with variational mode decomposition and entropy feature for lower limb movements recognition.
Jun 17, 2024 · Classification of Hand Movements Using Variational Mode Decomposition and Composite Permutation Entropy Index with Surface Electromyogram ...
Dec 18, 2023 · Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements ...
May 29, 2024 · Results show that utilising sEMG signals from six muscles improve classification accuracy, and applying the variational mode decomposition (VMD) ...
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition.
Apr 23, 2024 · ABSTRACT Surface Electromyography (sEMG) signal classification and analysis have attracted particular attention because of their many ...
Dec 23, 2019 · In this paper, the physical actions of sEMG signals are classified using TQWT based time-domain features. TQWT decomposes EMG signals into sub- ...
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Specifically, we focus on methods which enable a full reconstruction of the EMG signal without loss of information. This includes subtraction methods used in ...