A new framework for classification of multi-category hand grasps using EMG signals

Author:

Miften Firas SabarORCID,Diykh Mohammed,Abdulla Shahab,Siuly Siuly,Green Jonathan H.,Deo Ravinesh C.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference56 articles.

1. Artificial neural network classifier in comparison with LDA and LS-SVM classifiers to recognise 52 hand postures and movements;Nazemi,2014

2. Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals;Nishad;Future Gener Comput Syst,2019

3. Human-robot cooperative control based on sEMG for the upper limb exoskeleton robot;Liu;Rob Auton Syst,2019

4. EEG-based BCI system for decoding finger movements within the same hand;Alazrai;Neurosci Lett,2019

5. Assessing fractal dimension methods as feature extractors for EMG signal classification;Coelho;Eng Appl Artif Intell,2014

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