TY - GEN
T1 - EMG classification using the second order volterra series
AU - Pongpanitanont, Pongphan
AU - Charoensuk, Warakorn
PY - 2012
Y1 - 2012
N2 - This paper studies about electromyography (EMG) classification. The application of EMG classifier is used for prosthetic control. A Volterra series was propose in this works, we used 2nd order series for processing EMG signal. This work had compared between filtered EMG and 2nd Volterra EMG in artificial neural network (ANN) model. The result show the classification with 2nd Volterra EMG has more accuracy than filtered EMG. The future works is to develop the Volterra-Neural networks (V-NN) model for EMG classifier.
AB - This paper studies about electromyography (EMG) classification. The application of EMG classifier is used for prosthetic control. A Volterra series was propose in this works, we used 2nd order series for processing EMG signal. This work had compared between filtered EMG and 2nd Volterra EMG in artificial neural network (ANN) model. The result show the classification with 2nd Volterra EMG has more accuracy than filtered EMG. The future works is to develop the Volterra-Neural networks (V-NN) model for EMG classifier.
KW - EMG
KW - Neural network
KW - Volterra series
UR - https://www.scopus.com/pages/publications/84875120651
U2 - 10.1109/BMEiCon.2012.6465493
DO - 10.1109/BMEiCon.2012.6465493
M3 - Conference contribution
AN - SCOPUS:84875120651
SN - 9781467348928
T3 - 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
BT - 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
T2 - 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
Y2 - 5 December 2012 through 7 December 2012
ER -