• DocumentCode
    2103977
  • Title

    Assessment of EEG event-related desynchronization in stroke survivors performing shoulder-elbow movements

  • Author

    Fu, Michael J. ; Daly, Janis J. ; Cavusoglu, M. Cenk

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Case Western Reserve Univ., Cleveland, OH
  • fYear
    2006
  • fDate
    15-19 May 2006
  • Firstpage
    3158
  • Lastpage
    3164
  • Abstract
    It is unknown whether electroencephalography (EEG) signal characteristics in stroke survivors with motor deficits register enough activity for use with brain-computer interfaces (BCIs). This research studied pre-movement EEG from shoulder-elbow movement in stroke survivors to identify signal characteristics potentially useful for robot-assisted stroke rehabilitation. Pre-movement event-related desynchronization (ERD) was examined in the alpha band mu rhythm for control (n = 7) and stroke subjects (n = 11). Subjects were all right-hand dominant; stroke subjects used their impaired arm and controls were assigned a side to match stroke subjects. Both non-dominant-arm-tested stroke and control subjects exhibited greater ERD intensity vs. those using their dominant arm (p < 0.05). Also, pre-movement ERD was detected in stroke survivors, which suggests at the possibility of using ERD as a BCI system control signal. However, the peak ERD of stroke survivors was significantly lower than that of healthy subjects (p < 0.05), which brings doubt to whether the intensity of ERD in stroke survivors is large enough to be used as a BCI system control signal
  • Keywords
    electroencephalography; medical robotics; patient rehabilitation; synchronisation; EEG event-related synchronization; brain-computer interfaces; electroencephalography; robot-assisted stroke rehabilitation; shoulder-elbow movements; stroke survivors; Brain computer interfaces; Computer science; Control systems; Couplings; Electroencephalography; Medical treatment; Neural prosthesis; Registers; Rehabilitation robotics; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2006. ICRA 2006. Proceedings 2006 IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1050-4729
  • Print_ISBN
    0-7803-9505-0
  • Type

    conf

  • DOI
    10.1109/ROBOT.2006.1642182
  • Filename
    1642182