• DocumentCode
    3846746
  • Title

    Psychophysiological Responses to Robotic Rehabilitation Tasks in Stroke

  • Author

    Domen Novak;Jaka Ziherl;Andrej Olensek;Maja Milavec;Janez Podobnik;Matjaž Mihelj;Marko Munih

  • Author_Institution
    Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia
  • Volume
    18
  • Issue
    4
  • fYear
    2010
  • Firstpage
    351
  • Lastpage
    361
  • Abstract
    This paper presents the analysis of four psychophysiological responses in post-stroke upper extremity rehabilitation. The goal was to determine which psychophysiological responses would provide the most reliable information about subjects´ psychological states during rehabilitation. Heart rate, skin conductance, respiration, and skin temperature were recorded in a stroke group and a control group during two difficulty levels of a pick-and-place task performed in a virtual environment using a haptic robot and during a cognitive task. Psychophysiological measurements were correlated with results of a self-report questionnaire. All four responses showed significant changes in response to the different tasks. Skin conductance differentiated between the two difficulty levels and was correlated with self-reported arousal in both stroke and control groups. Skin temperature differentiated between the two difficulty levels for the control group, but provided poor results for the stroke group. Heart rate and respiration increased during tasks, but their connection to psychological state was unclear. Results suggest that, of the four measured responses, skin conductance offers the most potential as a psychological state indicator, with other measures providing supplementary information. Psychophysiological measurements could thus be used in closed-loop biocooperative systems that would detect the user´s psychological state and change the course of therapy accordingly.
  • Keywords
    "Psychology","Rehabilitation robotics","Skin","Heart rate","Temperature control","Extremities","Virtual environment","Haptic interfaces","Cognitive robotics","Medical treatment"
  • Journal_Title
    IEEE Transactions on Neural Systems and Rehabilitation Engineering
  • Publisher
    ieee
  • ISSN
    1534-4320
  • Type

    jour

  • DOI
    10.1109/TNSRE.2010.2047656
  • Filename
    5446390