Surface electromyography (sEMG) measures the electrical interference pattern created by the recruitment of skeletal muscle motor unit action potentials (MUAPs). In advanced myoelectric prosthetics, raw high-frequency microvolt signals are rectified and smoothed with a moving root-mean-square (RMS) window. When the voluntary muscle contraction envelope crosses a preset activation threshold, control logic triggers prosthetic motion.