DocumentCode
472147
Title
Functional Electrical Stimulation: A MatLab Based Tool for Designing Stimulation Patterns
Author
Dosen, Strahinja ; Popovic, Dejan B.
Author_Institution
Dept. for Health Sci. & Technol., Aalborg Univ.
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
5404
Lastpage
5407
Abstract
We developed user-friendly software that generates stimulation profiles by using user-customized model-based control of walking. The model is a multi-segment structure with pin and ball joints. A pair of an agonist and an antagonistic muscles acts at each joint. Each muscle is modeled by a three-compartment multiplicative model. The control is based on optimization that uses a cost function that minimizes the tracking error of the joint angles and levels of muscles activations. The inputs to the simulation are trajectories and user characteristic model parameters. The outputs of the simulation are levels of muscle activations vs. time. The software allows for interactive testing of various walking trajectories and model parameters since the simulation is integrated into a database of individuals and reference trajectories. The simulation was realized in the MatLab environment with multiple windows graphical user interface. Here we present an example: stimulation patterns for the shank-foot system that is applicable for walking control in hemiplegic individuals
Keywords
digital simulation; gait analysis; graphical user interfaces; interactive systems; mathematics computing; medical computing; medical control systems; muscle; optimal control; physiological models; position control; tracking; MatLab; antagonistic muscles; ball joints; cost function; functional electrical stimulation; hemiplegic individuals; multiple windows graphical user interface; multisegment structure; muscle activations; optimization; pin joints; shank-foot system; three-compartment multiplicative model; tracking error; user-customized model-based control; user-friendly software; walking trajectories; Control systems; Cost function; Databases; Error correction; Graphical user interfaces; Legged locomotion; Mathematical model; Muscles; Neuromuscular stimulation; Software testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.259687
Filename
4463026
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