arxivcs.LG2026-07-17
An Exploratory Study of Single Channel Surface Electromyography for Hand Gesture Classification
Accurate hand gesture recognition using surface electromyography (sEMG) typically relies on multichannel sensor arrays and computationally intensive models. This limits practical deployment in low-power and embedded systems. This study investigates the feasibility of classifying…