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Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm

This paper describes a portable, prosthetic control system and the first at-home use of a multi-degree-of-freedom, proportionally controlled bionic arm. The system uses a modified Kalman filter to provide 6 degree-of-freedom, real-time, proportional control. We describe (a) how the system trains mot...

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Autores principales: Brinton, Mark R., Barcikowski, Elliott, Davis, Tyler, Paskett, Michael, George, Jacob A., Clark, Gregory A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805650/
https://www.ncbi.nlm.nih.gov/pubmed/33501323
http://dx.doi.org/10.3389/frobt.2020.559034
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author Brinton, Mark R.
Barcikowski, Elliott
Davis, Tyler
Paskett, Michael
George, Jacob A.
Clark, Gregory A.
author_facet Brinton, Mark R.
Barcikowski, Elliott
Davis, Tyler
Paskett, Michael
George, Jacob A.
Clark, Gregory A.
author_sort Brinton, Mark R.
collection PubMed
description This paper describes a portable, prosthetic control system and the first at-home use of a multi-degree-of-freedom, proportionally controlled bionic arm. The system uses a modified Kalman filter to provide 6 degree-of-freedom, real-time, proportional control. We describe (a) how the system trains motor control algorithms for use with an advanced bionic arm, and (b) the system's ability to record an unprecedented and comprehensive dataset of EMG, hand positions and force sensor values. Intact participants and a transradial amputee used the system to perform activities-of-daily-living, including bi-manual tasks, in the lab and at home. This technology enables at-home dexterous bionic arm use, and provides a high-temporal resolution description of daily use—essential information to determine clinical relevance and improve future research for advanced bionic arms.
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spelling pubmed-78056502021-01-25 Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm Brinton, Mark R. Barcikowski, Elliott Davis, Tyler Paskett, Michael George, Jacob A. Clark, Gregory A. Front Robot AI Robotics and AI This paper describes a portable, prosthetic control system and the first at-home use of a multi-degree-of-freedom, proportionally controlled bionic arm. The system uses a modified Kalman filter to provide 6 degree-of-freedom, real-time, proportional control. We describe (a) how the system trains motor control algorithms for use with an advanced bionic arm, and (b) the system's ability to record an unprecedented and comprehensive dataset of EMG, hand positions and force sensor values. Intact participants and a transradial amputee used the system to perform activities-of-daily-living, including bi-manual tasks, in the lab and at home. This technology enables at-home dexterous bionic arm use, and provides a high-temporal resolution description of daily use—essential information to determine clinical relevance and improve future research for advanced bionic arms. Frontiers Media S.A. 2020-09-25 /pmc/articles/PMC7805650/ /pubmed/33501323 http://dx.doi.org/10.3389/frobt.2020.559034 Text en Copyright © 2020 Brinton, Barcikowski, Davis, Paskett, George and Clark. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Brinton, Mark R.
Barcikowski, Elliott
Davis, Tyler
Paskett, Michael
George, Jacob A.
Clark, Gregory A.
Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title_full Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title_fullStr Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title_full_unstemmed Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title_short Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm
title_sort portable take-home system enables proportional control and high-resolution data logging with a multi-degree-of-freedom bionic arm
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805650/
https://www.ncbi.nlm.nih.gov/pubmed/33501323
http://dx.doi.org/10.3389/frobt.2020.559034
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