Comparing EMG Pattern Recognition with and Without Hand and Wrist Movements

• Published in: Journal of bionics engineering Vol. 19; no. 3; pp. 700 - 708
• Main Authors: Pan, Lizhi, Liu, Kai, Zhu, Kun, Li, Jianmin
• Format: Journal Article
• Language: English
• Published: Singapore Springer Singapore 01.05.2022
• Subjects: Artificial Intelligence; Biochemical Engineering; Bioinformatics; Biomaterials; Biomedical Engineering and Bioengineering; Biomedical Engineering/Biotechnology; Engineering; Research Article; Joint movements; Pattern recognition; Electromyography (EMG); Classification accuracy (CA)

Electromyography (EMG) pattern recognition has been widely employed for prosthesis control. Several studies demonstrated that amputees had poorer performances of EMG pattern recognition when compared to able-bodied individuals. Several factors, such as the muscle weakness and atrophy of residual lim...