Evaluation of the effectiveness of PCA and ICA in improving muscle movement recognition from raw EMG signals

In the last decade, the development of classification models through machine learning for the control of multifunctional prosthetic devices has been increasing. Electromyography (EMG) are recordings produced by muscle fibers naturally when performing movements; if modeled, they could play a more act...

Cur síos iomlán

Guardado en:
Sonraí Bibleagrafaíochta
Autores principales: Amezquita Garcia, Jose Alejandro, Bravo Zanoguera, Miguel Enrique, Fabian Natanael
Formáid: Online
Teanga:spa
Foilsithe: Universidad Autónoma de Baja California 2023
Rochtain Ar Líne:https://recit.uabc.mx/index.php/revista/article/view/318
Clibeanna: Cuir Clib Leis
Gan Chlibeanna, Bí ar an gcéad duine leis an taifead seo a chlibeáil!