Evaluation on EMG Electrode Reduction in Recognizing the Pattern of Hand Gesture by Using SVM Method

• Published in: Journal of physics. Conference series Vol. 1577; no. 1; pp. 12044 - 12050
• Main Authors: Winarno, H A, Poernama, A I, Soesanti, I, Nugroho, H A
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.07.2020
• Subjects: Electrodes; Electromyography; Feature extraction; Feature recognition; Gesture recognition; Pattern recognition; Physics; Prostheses; Reduction; Support vector machines; Wrist

Understanding the pattern of hand gesture on research which designs a prosthetic hand has been popular subject in recent years. The hand gesture recognition relies heavily on the sensors, with electromyograph (EMG) sensor electrode being used the most. Previous researches have been using various rec...