Title :
Brain-computer interface driven functional electrical stimulation system for overground walking in spinal cord injury participant
Author :
King, Christine E. ; Wang, Po T. ; McCrimmon, Colin M. ; Chou, Cathy C. Y. ; Do, An H. ; Nenadic, Zoran
Author_Institution :
Dept. of Biomed. Eng., Univ. of California, Irvine, Irvine, CA, USA
Abstract :
The current treatment for ambulation after spinal cord injury (SCI) is to substitute the lost behavior with a wheelchair; however, this can result in many co-morbidities. Thus, novel solutions for the restoration of walking, such as brain-computer interfaces (BCI) and functional electrical stimulation (FES) devices, have been sought. This study reports on the first electroencephalogram (EEG) based BCI-FES system for overground walking, and its performance assessment in an individual with paraplegia due to SCI. The results revealed that the participant was able to purposefully operate the system continuously in real time. If tested in a larger population of SCI individuals, this system may pave the way for the restoration of overground walking after SCI.
Keywords :
bioelectric potentials; brain-computer interfaces; electroencephalography; gait analysis; injuries; medical disorders; neurophysiology; patient treatment; brain-computer interface; electroencephalogram based BCI-FES system; functional electrical stimulation devices; overground walking restoration; paraplegia; spinal cord injury; wheelchair; Brain modeling; Brain-computer interfaces; Electroencephalography; Gyroscopes; Legged locomotion; Real-time systems; Training;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943821
