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A compact system for simultaneous stimulation and recording for closed-loop myoelectric control

BACKGROUND: Despite important advancements in control and mechatronics of myoelectric prostheses, the communication between the user and his/her bionic limb is still unidirectional, as these systems do not provide somatosensory feedback. Electrotactile stimulation is an attractive technology to clos...

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Autores principales: Garenfeld, Martin A., Jorgovanovic, Nikola, Ilic, Vojin, Strbac, Matija, Isakovic, Milica, Dideriksen, Jakob L., Dosen, Strahinja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8146235/
https://www.ncbi.nlm.nih.gov/pubmed/34034762
http://dx.doi.org/10.1186/s12984-021-00877-5
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author Garenfeld, Martin A.
Jorgovanovic, Nikola
Ilic, Vojin
Strbac, Matija
Isakovic, Milica
Dideriksen, Jakob L.
Dosen, Strahinja
author_facet Garenfeld, Martin A.
Jorgovanovic, Nikola
Ilic, Vojin
Strbac, Matija
Isakovic, Milica
Dideriksen, Jakob L.
Dosen, Strahinja
author_sort Garenfeld, Martin A.
collection PubMed
description BACKGROUND: Despite important advancements in control and mechatronics of myoelectric prostheses, the communication between the user and his/her bionic limb is still unidirectional, as these systems do not provide somatosensory feedback. Electrotactile stimulation is an attractive technology to close the control loop since it allows flexible modulation of multiple parameters and compact interface design via multi-pad electrodes. However, the stimulation interferes with the recording of myoelectric signals and this can be detrimental to control. METHODS: We present a novel compact solution for simultaneous recording and stimulation through dynamic blanking of stimulation artefacts. To test the system, a feedback coding scheme communicating wrist rotation and hand aperture was developed specifically to stress the myoelectric control while still providing meaningful information to the subjects. Ten subjects participated in an experiment, where the quality of closed-loop myoelectric control was assessed by controlling a cursor in a two degrees of freedom target-reaching task. The benchmark performance with visual feedback was compared to that achieved by combining visual feedback and electrotactile stimulation as well as by using electrotactile feedback only. RESULTS: There was no significant difference in performance between visual and combined feedback condition with regards to successfully reached targets, time to reach a target, path efficiency and the number of overshoots. Therefore, the quality of myoelectric control was preserved in spite of the stimulation. As expected, the tactile condition was significantly poorer in completion rate (100/4% and 78/25% for combined and tactile condition, respectively) and time to reach a target (9/2 s and 13/4 s for combined and tactile condition, respectively). However, the performance in the tactile condition was still good, with no significant difference in path efficiency (38/8%) and the number of overshoots (0.5/0.4 overshoots), indicating that the stimulation was meaningful for the subjects and useful for closed-loop control. CONCLUSIONS: Overall, the results demonstrated that the developed system can provide robust closed-loop control using electrotactile stimulation. The system supports different encoding schemes and allows placing the recording and stimulation electrodes next to each other. This is an important step towards an integrated solution where the developed unit will be embedded into a prosthetic socket.
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spelling pubmed-81462352021-05-25 A compact system for simultaneous stimulation and recording for closed-loop myoelectric control Garenfeld, Martin A. Jorgovanovic, Nikola Ilic, Vojin Strbac, Matija Isakovic, Milica Dideriksen, Jakob L. Dosen, Strahinja J Neuroeng Rehabil Research BACKGROUND: Despite important advancements in control and mechatronics of myoelectric prostheses, the communication between the user and his/her bionic limb is still unidirectional, as these systems do not provide somatosensory feedback. Electrotactile stimulation is an attractive technology to close the control loop since it allows flexible modulation of multiple parameters and compact interface design via multi-pad electrodes. However, the stimulation interferes with the recording of myoelectric signals and this can be detrimental to control. METHODS: We present a novel compact solution for simultaneous recording and stimulation through dynamic blanking of stimulation artefacts. To test the system, a feedback coding scheme communicating wrist rotation and hand aperture was developed specifically to stress the myoelectric control while still providing meaningful information to the subjects. Ten subjects participated in an experiment, where the quality of closed-loop myoelectric control was assessed by controlling a cursor in a two degrees of freedom target-reaching task. The benchmark performance with visual feedback was compared to that achieved by combining visual feedback and electrotactile stimulation as well as by using electrotactile feedback only. RESULTS: There was no significant difference in performance between visual and combined feedback condition with regards to successfully reached targets, time to reach a target, path efficiency and the number of overshoots. Therefore, the quality of myoelectric control was preserved in spite of the stimulation. As expected, the tactile condition was significantly poorer in completion rate (100/4% and 78/25% for combined and tactile condition, respectively) and time to reach a target (9/2 s and 13/4 s for combined and tactile condition, respectively). However, the performance in the tactile condition was still good, with no significant difference in path efficiency (38/8%) and the number of overshoots (0.5/0.4 overshoots), indicating that the stimulation was meaningful for the subjects and useful for closed-loop control. CONCLUSIONS: Overall, the results demonstrated that the developed system can provide robust closed-loop control using electrotactile stimulation. The system supports different encoding schemes and allows placing the recording and stimulation electrodes next to each other. This is an important step towards an integrated solution where the developed unit will be embedded into a prosthetic socket. BioMed Central 2021-05-25 /pmc/articles/PMC8146235/ /pubmed/34034762 http://dx.doi.org/10.1186/s12984-021-00877-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Garenfeld, Martin A.
Jorgovanovic, Nikola
Ilic, Vojin
Strbac, Matija
Isakovic, Milica
Dideriksen, Jakob L.
Dosen, Strahinja
A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title_full A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title_fullStr A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title_full_unstemmed A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title_short A compact system for simultaneous stimulation and recording for closed-loop myoelectric control
title_sort compact system for simultaneous stimulation and recording for closed-loop myoelectric control
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8146235/
https://www.ncbi.nlm.nih.gov/pubmed/34034762
http://dx.doi.org/10.1186/s12984-021-00877-5
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