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A Systematic Study on Electromyography-Based Hand Gesture Recognition for Assistive Robots Using Deep Learning and Machine Learning Models

Upper limb amputation severely affects the quality of life and the activities of daily living of a person. In the last decade, many robotic hand prostheses have been developed which are controlled by using various sensing technologies such as artificial vision and tactile and surface electromyograph...

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Detalles Bibliográficos
Autores principales: Gopal, Pranesh, Gesta, Amandine, Mohebbi, Abolfazl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9145604/
https://www.ncbi.nlm.nih.gov/pubmed/35632058
http://dx.doi.org/10.3390/s22103650