A Tensor-Based Method for Completion of Missing Electromyography Data

A Tensor-Based Method for Completion of Missing Electromyography Data

This paper discusses the recovery of missing data in surface electromyography (sEMG) signals that arise during the acquisition process. Missing values in the EMG signals occur due to either the disconnection of electrodes, artifacts and muscle fatigue or the incapability of instruments to collect ve...

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Bibliographic Details
Main Authors: Muhammad Akmal, Syed Zubair, Mads Jochumsen, Ernest Nlandu Kamavuako, Imran Khan Niazi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
EMG data
missing data
tensor decomposition
Online Access:https://ieeexplore.ieee.org/document/8777071/

Internet

https://ieeexplore.ieee.org/document/8777071/

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