Novel approach of time series prediction using SEMG on hand gestures for prosthetic control

• Published in: Sadhana (Bangalore) Vol. 50; no. 3
• Main Authors: Sharma, Tanu, Sharma, K P
• Format: Journal Article
• Language: English
• Published: New Delhi Springer India 11.06.2025; Springer Nature B.V
• Subjects: Bioelectricity; Classification; Electromyography; Engineering; Muscles; Parameters; Prostheses; Signal processing; Time series; EMG signal; ARIMA model; signal processing; feature extraction; prosthetic

To determine the purpose of a movement and assess the state of a muscle's function, one sort of bio-electrical signal i.e., electromyogram (EMG) signals can be used. There are several uses for EMG in motor control and neuromuscular physiology since it includes useful information about muscle ac...