Jorge Ortiz Ceballos

Gestural Intent Detection and Adaptive Restoration of Degraded sEMG Signals Using Temporal Convolutional Networks and an Autoencoder

Surface electromyography (sEMG) signals acquired with low-cost sensors tend to exhibit variable degradation that can compromise the reliability of myoelectric control systems outside controlled conditions. This work presents an adaptive processing pipeline for sEMG signals compos...