• DocumentCode
    64915
  • Title

    Upper Limb Joint Space Modeling of Stroke Induced Synergies Using Isolated and Voluntary Arm Perturbations

  • Author

    Simkins, Matt ; Al-Refai, Aimen H. ; Rosen, Jacob

  • Author_Institution
    Dept. of Comput. Eng., Univ. of California at Santa Cruz, Santa Cruz, CA, USA
  • Volume
    22
  • Issue
    3
  • fYear
    2014
  • fDate
    May-14
  • Firstpage
    491
  • Lastpage
    500
  • Abstract
    Among other diminished motor capabilities, survivors of a stroke often exhibit joint synergies. These synergies are stereotypically characterized by involuntary joint co-activation. With respect to the upper limbs, such synergies diminish coordination in reaching, pointing, and other daily tasks. The primary goal of this research is to model synergy and quantify it in a comprehensive and mathematically tractable form. A motion capture system was used to measure joint rotations from stroke survivors and control subjects. These data showed that joint synergies are nonunique and asymmetric. The model also provided a way to calculate joint combinations that result in maximum and minimum synergy. Beyond providing a more complete view of synergies, this approach could facilitate new ways to evaluate and treat stroke survivors. In particular, this approach may have applications in diagnostic and treatment algorithms for use in rehabilitation robots.
  • Keywords
    biological tissues; biomechanics; biomedical measurement; mathematical analysis; medical disorders; medical robotics; neurophysiology; patient rehabilitation; physiological models; rotation measurement; singular value decomposition; arm perturbation isolation; asymmetric joint synergies; daily task coordination; diagnostic algorithms; diminishing motor capabilities; involuntary joint coactivation; joint combination calculation; joint rotation measurement; mathematically tractable synergy quantification; maximum synergy; minimum synergy; motion capture system; nonunique joint synergies; pointing coordination; reaching coordination; rehabilitation robots; stereotypical synergy characterization; stroke induced synergy model; stroke survivor evaluation; stroke survivor treatment; treatment algorithms; upper limb joint space modeling; upper limbs synergies; voluntary arm perturbations; Educational institutions; Elbow; Joints; Mathematical model; Shoulder; Vectors; Wrist; Rehabilitation; robotic; singular value decomposition (SVD); stroke; synergy;
  • fLanguage
    English
  • Journal_Title
    Neural Systems and Rehabilitation Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1534-4320
  • Type

    jour

  • DOI
    10.1109/TNSRE.2013.2273313
  • Filename
    6572844