Continuous joint velocity estimation using CNN-based deep learning for multi-DoF prosthetic wrist for activities of daily living
IntroductionMyoelectric control of prostheses is a long-established technique, using surface electromyography (sEMG) to detect user intention and perform subsequent mechanical actions.Most machine learning models utilized in control systems are trained using isolated movements that do not reflect the natural movements occurring during daily activit