Peizhen Peng

Robust decoding of hand movement for mitigating muscle contraction variability from surface EMG signals

Objective. The widespread application of surface electromyography (sEMG) pattern recognition in artificial limbs largely relies on a robust decoding system that continuously and accurately identifies user hand movement intention. However, the muscle contraction variability significantly distorts the time-frequency comp...