A neural network-based electromyography motion classifier for upper limb activities

The objective of the work is to investigate the classification of different movements based on the surface electromyogram (SEMG) pattern recognition method. The testing was conducted for four arm movements using several experiments with artificial neural network classification scheme. Six time domai...

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Bibliographic Details
Main Authors: Karan Veer, Tanu Sharma, Ravinder Agarwal
Format: Article
Language:English
Published: World Scientific Publishing 2016-11-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
ANN
RMS
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S1793545816500255