Title :
Towards the development of a portable wrist exoskeleton
Author :
Xiao, Zhen Gang ; Menon, Carlo
Author_Institution :
Sch. of Eng. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
This work investigates the design of a portable wrist exoskeleton prototype for rehabilitation of stroke survivors. Portability and ease of use are important to enable stroke victims to exercise in their domestic environments thus maximizing practice and consequently therapy effectiveness. A portable wrist exoskeleton could also be used as an assistive device to augment force. The device could therefore be used by seniors to improve their independent living at home or by workers in industrial settings. In this paper we propose a novel portable exoskeleton having two degrees of freedom to assist movements of the wrist. Surface electromyographic (sEMG) signals are recorded from the forearm and used to control the device. A support vector machine (SVM) is used as real-time classifier. Preliminary tests of the system are reported and discussed.
Keywords :
electromyography; handicapped aids; medical robotics; patient rehabilitation; support vector machines; assistive device; portable wrist exoskeleton; real-time classifier; sEMG signals; stroke survivor rehabilitation; support vector machine; surface electromyographic signals; Exoskeletons; Force; Support vector machines; Torque; Torque measurement; Training; Wrist;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
DOI :
10.1109/ROBIO.2011.6181565