Paper Info
Title
A Switched Systems Approach Based On Changing Muscle Geometry Of The Biceps Brachii During Functional Electrical Stimulation
Abstract
Functional electrical stimulation (FES) is commonly used for people with neurological conditions. As the muscle geometry changes (i.e., muscle lengthening/shortening), the force induced by static electrode placement may also change. Experimental results indicate that muscle forces can be increased by spatially switching stimulation as the muscle geometry changes with joint angle. In this letter, an electric field is switched between multiple electrodes placed across the biceps brachii to track a desired trajectory. A switched systems approach is used to develop a position-based switching law, including a switched robust sliding mode controller that successfully tracks the desired angular trajectory about the elbow, despite changes in muscle geometry. Lyapunov-based methods for switched systems are used to prove global exponential tracking. Experimental results from nine able-bodied subjects are presented and the developed control system achieves an average position and velocity error of -0.21 +/- 1.17 deg and -0.43 +/- 5.38 deg/s, respectively, and, on average, reduces fatigue by 13.6%, as compared to traditional single-electrode methods, demonstrating the performance of the uncertain nonlinear switched control system.
Year
DOI
Venue
2018
10.1109/LCSYS.2017.2734060
IEEE CONTROL SYSTEMS LETTERS
Keywords
Field
DocType
Functional electrical stimulation (FES), human-robot interaction, Lyapunov methods, rehabilitation robotics, switched control
Lyapunov function,Control theory,Biceps,Functional electrical stimulation,Torque,Nonlinear system,Control theory,Control system,Geometry,Trajectory,Physics
Journal
Volume
Issue
ISSN
2
1
2475-1456
Citations 
PageRank 
References 
0
0.34
3
Authors
5
Name
Order
Citations
PageRank
Courtney A. Rouse185.24
Victor H. Duenas234.77
Christian Cousin310.69
Anup Parikh4186.05
Warren E. Dixon51757149.42