Recognition of myoelectric activity based on Teager-Kaiser energy operator

A. Ramírez-García, I. Bazán

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Resumen

A challenge in myoelectric control for electrical prosthesis is to obtain information from myoelectric signals to activate the degrees of freedom of the prosthesis. When only a little muscular surface is disposable to detect the myoelectric signal the problem is not easy to solve because only one or two channels can be recorded. So, when only a pair of electrodes or one channel is used to record the signal, strategies to extract more information from the signals should be developed. Then more than one function could be activated in a myoelectric prosthesis. In this paper the Teager-Kaiser energy operator is evaluated in the task of myoelectric signal recognition. Specifically two levels of signal were identified: level 1 (87.37 percent of classification) and level 2 (84.09 percent of classification).

Idioma originalInglés
Título de la publicación alojada2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781467378390
DOI
EstadoPublicada - 14 dic. 2015
Publicado de forma externa
Evento12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015 - Mexico City, México
Duración: 26 oct. 201530 oct. 2015

Serie de la publicación

Nombre2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015

Conferencia

Conferencia12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015
País/TerritorioMéxico
CiudadMexico City
Período26/10/1530/10/15

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