Emg-based system for basic hand movement recognition

This paper presents a system for the automatic identification of six basic hand movements in healthy subjects based on a steady-state of electromyographic signals. The following basic hand motions were detected: opening, closing, flexion, extension, pronation, and supination, as well as the rest con...

Full description

Autores:
Camacho Navarro, Jhonatan
León Vargas, Fabian
Barrero Pérez, Jaime
Tipo de recurso:
Article of journal
Fecha de publicación:
2012
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/40593
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/40593
http://bdigital.unal.edu.co/30690/
Palabra clave:
Electromyography
hand-prosthesis
pattern recognition
principal component analysis
discrete wavelet transform
support vector machines
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional