• DocumentCode
    3293087
  • Title

    Natural control of wrist movements for myoelectric prostheses

  • Author

    Santa-Cruz, M.C. ; Riso, R.R. ; Sepulveda, F. ; Lange, B.

  • Author_Institution
    Center for Sensory-Motor Interaction, Aalborg Univ., Denmark
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Abstract
    Hand prosthesis function is enhanced when the user can easily perform different movement modalities. Our goal in this investigation is to enable the below-elbow prostheses user to control different wrist movements (wrist flexion/extension and forearm pronation/supination) in a natural and reliable manner. We recorded intramuscular EMG from the residual muscles (flexor carpi radialis, extensor carpi radialis, pronator teres, supinator) which are involved in these movements, and we employed combination of biofeedback training and ANN pattern recognition to obtain natural voluntary control. Finally, we evaluated the results over three different days with one-day separation between each day
  • Keywords
    artificial limbs; biocontrol; electromyography; feedback; learning (artificial intelligence); medical signal processing; neural nets; neuromuscular stimulation; pattern recognition; ANN pattern recognition; below-elbow prostheses; biofeedback training; extensor carpi radialis; flexor carpi radialis; forearm pronation/supination; hand prosthesis function; intramuscular EMG; myoelectric prostheses; natural control; pronator teres; residual muscles; supinator; wrist flexion/extension; wrist movements; Animation; Artificial neural networks; Electrodes; Electromyography; Muscles; Neural prosthesis; Pattern recognition; Prosthetics; Switches; Wrist;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    [Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
  • Conference_Location
    Atlanta, GA
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5674-8
  • Type

    conf

  • DOI
    10.1109/IEMBS.1999.802720
  • Filename
    802720