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
Link To Document :
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