DocumentCode :
1501166
Title :
Fuzzy-control of a hand orthosis for restoring tip pinch, lateral pinch, and cylindrical prehensions to patients with elbow flexion intact
Author :
Petroff, Neil ; Reisinger, Kim D. ; Mason, Paul A C
Author_Institution :
Dept. of Mech. Eng., Florida Univ., Gainesville, FL, USA
Volume :
9
Issue :
2
fYear :
2001
fDate :
6/1/2001 12:00:00 AM
Firstpage :
225
Lastpage :
231
Abstract :
This study examines, through simulation, the use of fuzzy logic as a feasible control scheme for a hand orthosis that can restore fingertip pinch, lateral pinch, and cylindrical grasps to individuals suffering from C5-C7 spinal cord injuries. A simplified hand orthosis model, consisting of four fingers and a thumb, was derived for the purpose of planning appropriate grasp trajectories and for validating the fuzzy logic control architecture. For comparison a PID controller was also designed. Fuzzy logic is advantageous for this system since it eliminates solving coupled nonlinear equations of motion. For the various grips, the fuzzy controller produced better performance than the PID controller.
Keywords :
biocontrol; fuzzy control; orthotics; path planning; physiological models; robust control; C5-C7 spinal cord injuries; PID controller; cylindrical grasp; cylindrical prehensions; elbow flexion intact patients; fuzzy inference; fuzzy logic; fuzzy-control; grasp trajectories planning; hand orthosis; intelligent control; intent recognition algorithm; lateral pinch; nonlinear dynamics; nonlinear simulation; robustness; simplified model; tip pinch; Couplings; Elbow; Fingers; Fuzzy control; Fuzzy logic; Nonlinear equations; Spinal cord injury; Three-term control; Thumb; Trajectory; Artificial Intelligence; Equipment Design; Fuzzy Logic; Hand; Hand Strength; Humans; Models, Theoretical; Orthotic Devices; Paralysis; Spinal Cord Injuries;
fLanguage :
English
Journal_Title :
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1534-4320
Type :
jour
DOI :
10.1109/7333.928582
Filename :
928582
Link To Document :
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