Hand movements classification for myoelectric control system using adaptive resonance theory

• Main Authors: Fariman, Hessam Jahani, Ahmad, Siti Anom, Marhaban, Mohammad Hamiruce, Ghasab, Mohammad Ali Jan, Chappell, Paul H.
• Format: Article
• Language: English
• Published: Springer 2016
• Online Access: http://psasir.upm.edu.my/id/eprint/47437/1/Hand%20movements%20classification%20for%20myoelectric%20control%20system%20using%20adaptive%20resonance%20theory.pdf; http://psasir.upm.edu.my/id/eprint/47437/; http://link.springer.com/article/10.1007%2Fs13246-015-0399-5

This research proposes an exploratory study of a simple, accurate, and computationally efficient movement classification technique for prosthetic hand application. Surface myoelectric signals were acquired from the four muscles, namely, flexor carpi ulnaris, extensor carpi radialis, biceps brachii,...