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
Link To Document :
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