Now showing items 1-2 of 2

    • Bayesian Filtering of Surface EMG for Accurate Simultaneous and Proportional Prosthetic Control 

      Hofmann, David; Jiang, Ning; Vujaklija, Ivan; Farina, Dario (Institute of Electrical and Electronics Engineers, 2016-12-01)
      The amplitude of the surface EMG (sEMG) is commonly estimated by rectification or other nonlinear transformations, followed by smoothing (low-pass linear filtering). Although computationally efficient, this approach leads ...
    • Online mapping of EMG signals into kinematics by autoencoding 

      Vujaklija, Ivan; Shalchyan, Vahid; Kamavuako, Ernest Nlandu; Jiang, Ning; Marateb, Hamid R.; Farina, Dario (Biomed Central, 2018-03-13)
      Background: In this paper, we propose a nonlinear minimally supervised method based on autoencoding (AEN) of EMG for myocontrol. The proposed method was tested against the state-of-the-art (SOA) control scheme using a ...

      UWSpace

      University of Waterloo Library
      200 University Avenue West
      Waterloo, Ontario, Canada N2L 3G1
      519 888 4883

      All items in UWSpace are protected by copyright, with all rights reserved.

      DSpace software

      Service outages