Exploring the EMG transient: the muscular activation sequences used as novel time-domain features for hand gestures classification

Exploring the EMG transient: the muscular activation sequences used as novel time-domain features for hand gestures classification

IntroductionMuscular activation sequences have been shown to be suitable time-domain features for classification of motion gestures. However, their clinical application in myoelectric prosthesis control was never investigated so far. The aim of the paper is to evaluate the robustness of these featur...

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Bibliographic Details
Main Authors: Federico Mereu, Federico Morosato, Francesca Cordella, Loredana Zollo, Emanuele Gruppioni
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Neurorobotics
Subjects:
muscular activation sequence
onset detection
hand gesture classification
pattern recognition
transient
upper-limb amputation
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1264802/full

Internet

https://www.frontiersin.org/articles/10.3389/fnbot.2023.1264802/full

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