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Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand
BACKGROUND: State-of-the-art bionic hands incorporate hi-tech devices which try to overcome limitations of conventional single grip systems. Unfortunately, their complexity often limits mechanical robustness and intuitive prosthesis control. Recently, the translation of neuroscientific theories (i.e...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7447577/ https://www.ncbi.nlm.nih.gov/pubmed/32843058 http://dx.doi.org/10.1186/s12984-020-00741-y |
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author | Piazza, Cristina Simon, Ann M. Turner, Kristi L. Miller, Laura A. Catalano, Manuel G. Bicchi, Antonio Hargrove, Levi J. |
author_facet | Piazza, Cristina Simon, Ann M. Turner, Kristi L. Miller, Laura A. Catalano, Manuel G. Bicchi, Antonio Hargrove, Levi J. |
author_sort | Piazza, Cristina |
collection | PubMed |
description | BACKGROUND: State-of-the-art bionic hands incorporate hi-tech devices which try to overcome limitations of conventional single grip systems. Unfortunately, their complexity often limits mechanical robustness and intuitive prosthesis control. Recently, the translation of neuroscientific theories (i.e. postural synergies) in software and hardware architecture of artificial devices is opening new approaches for the design and control of upper-limb prostheses. METHODS: Following these emerging principles, previous research on the SoftHand Pro, which embeds one physical synergy, showed promising results in terms of intuitiveness, robustness, and grasping performance. To explore these principles also in hands with augmented capabilities, this paper describes the SoftHand 2 Pro, a second generation of the device with 19 degrees-of-freedom and a second synergistic layer. After a description of the proposed device, the work explores a continuous switching control method based on a myoelectric pattern recognition classifier. RESULTS: The combined system was validated using standardized assessments with able-bodied and, for the first time, amputee subjects. Results show an average improvement of more than 30% of fine grasp capabilities and about 10% of hand function compared with the first generation SoftHand Pro. CONCLUSIONS: Encouraging results suggest how this approach could be a viable way towards the design of more natural, reliable, and intuitive dexterous hands. |
format | Online Article Text |
id | pubmed-7447577 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74475772020-08-27 Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand Piazza, Cristina Simon, Ann M. Turner, Kristi L. Miller, Laura A. Catalano, Manuel G. Bicchi, Antonio Hargrove, Levi J. J Neuroeng Rehabil Research BACKGROUND: State-of-the-art bionic hands incorporate hi-tech devices which try to overcome limitations of conventional single grip systems. Unfortunately, their complexity often limits mechanical robustness and intuitive prosthesis control. Recently, the translation of neuroscientific theories (i.e. postural synergies) in software and hardware architecture of artificial devices is opening new approaches for the design and control of upper-limb prostheses. METHODS: Following these emerging principles, previous research on the SoftHand Pro, which embeds one physical synergy, showed promising results in terms of intuitiveness, robustness, and grasping performance. To explore these principles also in hands with augmented capabilities, this paper describes the SoftHand 2 Pro, a second generation of the device with 19 degrees-of-freedom and a second synergistic layer. After a description of the proposed device, the work explores a continuous switching control method based on a myoelectric pattern recognition classifier. RESULTS: The combined system was validated using standardized assessments with able-bodied and, for the first time, amputee subjects. Results show an average improvement of more than 30% of fine grasp capabilities and about 10% of hand function compared with the first generation SoftHand Pro. CONCLUSIONS: Encouraging results suggest how this approach could be a viable way towards the design of more natural, reliable, and intuitive dexterous hands. BioMed Central 2020-08-25 /pmc/articles/PMC7447577/ /pubmed/32843058 http://dx.doi.org/10.1186/s12984-020-00741-y Text en © The Author(s) 2020 Open Access This 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/. The Creative Commons Public Domain Dedication waiver (http://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 Piazza, Cristina Simon, Ann M. Turner, Kristi L. Miller, Laura A. Catalano, Manuel G. Bicchi, Antonio Hargrove, Levi J. Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title | Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title_full | Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title_fullStr | Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title_full_unstemmed | Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title_short | Exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
title_sort | exploring augmented grasping capabilities in a multi-synergistic soft bionic hand |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7447577/ https://www.ncbi.nlm.nih.gov/pubmed/32843058 http://dx.doi.org/10.1186/s12984-020-00741-y |
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