• DocumentCode
    736149
  • Title

    Compensation of error at the beginning of stimulation cycle via stimulation shifting in FES-assisted Exercise

  • Author

    Yahaya, S.Z. ; Hussain, Z. ; Boudville, R.

  • Author_Institution
    Faculty of Electrical Engineering, Universiti Teknologi MARA, 13500 Permatang Pauh, Penang, Malaysia
  • fYear
    2015
  • fDate
    30-31 March 2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper presents the cadence error compensation at the beginning of a stimulation cycle via stimulation shifting for functional electrical stimulation (FES)-assisted elliptical stepping exercise. Two control strategies are proposed to enhance the control with a fuzzy logic controller (FLC). The first method is a combination of FLC-controlled stimulation pulse width and fixed stimulation pulse width and the second method is a combination of cadence error and fixed error. The parameters of both methods are optimized using the particle swarm optimization (PSO) technique to obtain optimal parameter value. Based on the optimization and test result, both methods have shown promising performance and are able to reduce the cadence error and enhance the smoothness of exercise.
  • Keywords
    Joints; Knee; Mathematical model; Muscles; Neuromuscular stimulation; Optimization; Particle swarm optimization; Elliptical stepping exercise; functional electrical stimulation (FES); fuzzy logic controller (FLC); particle swarm optimization (PSO);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering (ICoBE), 2015 2nd International Conference on
  • Conference_Location
    Penang, Malaysia
  • Type

    conf

  • DOI
    10.1109/ICoBE.2015.7235879
  • Filename
    7235879