• DocumentCode
    2373036
  • Title

    Neural Oscillator based Conrtol for Wrist Tremor Attenuation

  • Author

    Zhang, Dingguo ; Ang, Wei Tech ; Windjaja, Ferdinan ; Yap, Shee Cheng

  • Author_Institution
    Nanyang Technol. Univ., Singapore
  • fYear
    2007
  • fDate
    19-21 Oct. 2007
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    This paper explores the possibility of adopting neural oscillator for pathological tremor attenuation. Targeting on a specific case, we aim to suppress the tremor of the wrist joint via functional electrical stimulation (FES). A biological inspired neural oscillator is constructed that aims to generate the anti-tremor rhythmic stimulation patterns that will stimulate a pair of antagonist muscles of wrist. Surface EMG is used to entrain the neural oscillator and shape the output amplitude adaptively. The neural oscillator serves as an adaptive feedforward controller. Simulation is performed on a concrete musculoskeletal model of wrist and the results are satisfactory.
  • Keywords
    adaptive control; electromyography; feedforward; oscillators; adaptive feedforward controller; biological inspired neural oscillator; concrete musculoskeletal model; functional electrical stimulation; surface EMG; wrist tremor attenuation; Adaptive control; Attenuation; Biological system modeling; Electromyography; Muscles; Neuromuscular stimulation; Oscillators; Pathology; Programmable control; Wrist;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Cybernetics, 2007. ICCC 2007. IEEE International Conference on
  • Conference_Location
    Gammarth
  • Print_ISBN
    978-1-4244-1146-7
  • Electronic_ISBN
    978-1-4244-1146-7
  • Type

    conf

  • DOI
    10.1109/ICCCYB.2007.4402034
  • Filename
    4402034