An Interactive Training Model for Myoelectric Regression Control Based on Human–Machine Cooperative Performance

C Igual, A Castillo, J Igual - Computers, 2024 - mdpi.com
Electromyography-based wearable biosensors are used for prosthetic control. Machine
learning prosthetic controllers are based on classification and regression models. The …

Simultaneous Three-Degrees-of-Freedom Prosthetic Control Based on Linear Regression and Closed-Loop Training Protocol

C Igual, J Igual - Sensors, 2024 - mdpi.com
Machine learning-based controllers of prostheses using electromyographic signals have
become very popular in the last decade. The regression approach allows a simultaneous …

A Qualitative Research Study Analysis of Prosthetics Interface Usage and Outcomes

S Soto - 2023 - search.proquest.com
This study provided the opportunity to address the inefficient interaction of artificially
intelligent prosthetic limbs with the human body. Research has been limited to the …