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FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors

This article introduces a novel approach for a functional electrical stimulation (FES) controller intended for FES-induced cycling based on inertial measurement units (IMUs). This study aims at simplifying the design of electrical stimulation timing patterns while providing a method that can be adap...

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Autores principales: Sijobert, Benoît, Le Guillou, Ronan, Fattal, Charles, Azevedo Coste, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806329/
https://www.ncbi.nlm.nih.gov/pubmed/31581489
http://dx.doi.org/10.3390/s19194268
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author Sijobert, Benoît
Le Guillou, Ronan
Fattal, Charles
Azevedo Coste, Christine
author_facet Sijobert, Benoît
Le Guillou, Ronan
Fattal, Charles
Azevedo Coste, Christine
author_sort Sijobert, Benoît
collection PubMed
description This article introduces a novel approach for a functional electrical stimulation (FES) controller intended for FES-induced cycling based on inertial measurement units (IMUs). This study aims at simplifying the design of electrical stimulation timing patterns while providing a method that can be adapted to different users and devices. In most of studies and commercial devices, the crank angle is used as an input to trigger stimulation onset. We propose instead to use thigh inclination as the reference information to build stimulation timing patterns. The tilting angles of both thighs are estimated from one inertial sensor located above each knee. An IF–THEN rule algorithm detects, online and automatically, the thigh peak angles in order to start and stop the stimulation of quadriceps muscles, depending on these events. One participant with complete paraplegia was included and was able to propel a recumbent trike using the proposed approach after a very short setting time. This new modality opens the way for a simpler and user-friendly method to automatically design FES-induced cycling stimulation patterns, adapted to clinical use, for multiple bike geometries and user morphologies.
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spelling pubmed-68063292019-11-07 FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors Sijobert, Benoît Le Guillou, Ronan Fattal, Charles Azevedo Coste, Christine Sensors (Basel) Article This article introduces a novel approach for a functional electrical stimulation (FES) controller intended for FES-induced cycling based on inertial measurement units (IMUs). This study aims at simplifying the design of electrical stimulation timing patterns while providing a method that can be adapted to different users and devices. In most of studies and commercial devices, the crank angle is used as an input to trigger stimulation onset. We propose instead to use thigh inclination as the reference information to build stimulation timing patterns. The tilting angles of both thighs are estimated from one inertial sensor located above each knee. An IF–THEN rule algorithm detects, online and automatically, the thigh peak angles in order to start and stop the stimulation of quadriceps muscles, depending on these events. One participant with complete paraplegia was included and was able to propel a recumbent trike using the proposed approach after a very short setting time. This new modality opens the way for a simpler and user-friendly method to automatically design FES-induced cycling stimulation patterns, adapted to clinical use, for multiple bike geometries and user morphologies. MDPI 2019-10-01 /pmc/articles/PMC6806329/ /pubmed/31581489 http://dx.doi.org/10.3390/s19194268 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sijobert, Benoît
Le Guillou, Ronan
Fattal, Charles
Azevedo Coste, Christine
FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title_full FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title_fullStr FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title_full_unstemmed FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title_short FES-Induced Cycling in Complete SCI: A Simpler Control Method Based on Inertial Sensors
title_sort fes-induced cycling in complete sci: a simpler control method based on inertial sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806329/
https://www.ncbi.nlm.nih.gov/pubmed/31581489
http://dx.doi.org/10.3390/s19194268
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