Title :
Pattern recognition of spastic motion
Author :
Chelette, Tamara L. ; Repperger, Daniel W. ; Phillips, Chandler A.
Author_Institution :
Armstrong Lab., Wright-Patterson AFB, OH, USA
Abstract :
Individuals who experience random motor spasms during forearm motion were selected from diagnostic groups including head trauma, cerebro-vascular accident, and cerebral palsy. An engineering analysis technique involving pursuit target tracking examination in the error phase plane and fuzzy logic is applied to the problem of recognition of an uncommanded motion of the forearm. These patterns are then used as the basis for a proposed adaptive controller that would assist the individual in overcoming the motor spasm and returning to useful control
Keywords :
adaptive control; biocontrol; biomechanics; fuzzy logic; handicapped aids; pattern recognition; target tracking; cerebral palsy; cerebrovascular accident; engineering analysis technique; error phase plane; forearm motion; head trauma; joystick controller; motor spasm overcoming; pursuit target tracking examination; spastic motion pattern recognition; uncommanded motion recognition; useful control; Adaptive control; Birth disorders; Force control; Fuzzy control; Fuzzy logic; Fuzzy set theory; Humans; Laboratories; Pattern recognition; Target tracking;
Conference_Titel :
Biomedical Engineering Conference, 1996., Proceedings of the 1996 Fifteenth Southern
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-3131-1
DOI :
10.1109/SBEC.1996.493265