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Dynamical Synergies of Multidigit Hand Prehension

Hand prehension requires highly coordinated control of contact forces. The high-dimensional sensorimotor system of the human hand operates at ease, but poses several challenges when replicated in artificial hands. This paper investigates how the dynamical synergies, coordinated spatiotemporal patter...

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Autores principales: Pei, Dingyi, Olikkal, Parthan, Adali, Tülay, Vinjamuri, Ramana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185513/
https://www.ncbi.nlm.nih.gov/pubmed/35684800
http://dx.doi.org/10.3390/s22114177
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author Pei, Dingyi
Olikkal, Parthan
Adali, Tülay
Vinjamuri, Ramana
author_facet Pei, Dingyi
Olikkal, Parthan
Adali, Tülay
Vinjamuri, Ramana
author_sort Pei, Dingyi
collection PubMed
description Hand prehension requires highly coordinated control of contact forces. The high-dimensional sensorimotor system of the human hand operates at ease, but poses several challenges when replicated in artificial hands. This paper investigates how the dynamical synergies, coordinated spatiotemporal patterns of contact forces, contribute to the hand grasp, and whether they could potentially capture the force primitives in a low-dimensional space. Ten right-handed subjects were recruited to grasp and hold mass-varied objects. The contact forces during this multidigit prehension were recorded using an instrumented grip glove. The dynamical synergies were derived using principal component analysis (PCA). The contact force patterns during the grasps were reconstructed using the first few synergies. The significance of the dynamical synergies, the influence of load forces and task configurations on the synergies were explained. This study also discussed the contribution of biomechanical constraints on the first few synergies and the current challenges and possible applications of the dynamical synergies in the design and control of exoskeletons. The integration of the dynamical synergies into exoskeletons will be realized in the near future.
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spelling pubmed-91855132022-06-11 Dynamical Synergies of Multidigit Hand Prehension Pei, Dingyi Olikkal, Parthan Adali, Tülay Vinjamuri, Ramana Sensors (Basel) Article Hand prehension requires highly coordinated control of contact forces. The high-dimensional sensorimotor system of the human hand operates at ease, but poses several challenges when replicated in artificial hands. This paper investigates how the dynamical synergies, coordinated spatiotemporal patterns of contact forces, contribute to the hand grasp, and whether they could potentially capture the force primitives in a low-dimensional space. Ten right-handed subjects were recruited to grasp and hold mass-varied objects. The contact forces during this multidigit prehension were recorded using an instrumented grip glove. The dynamical synergies were derived using principal component analysis (PCA). The contact force patterns during the grasps were reconstructed using the first few synergies. The significance of the dynamical synergies, the influence of load forces and task configurations on the synergies were explained. This study also discussed the contribution of biomechanical constraints on the first few synergies and the current challenges and possible applications of the dynamical synergies in the design and control of exoskeletons. The integration of the dynamical synergies into exoskeletons will be realized in the near future. MDPI 2022-05-31 /pmc/articles/PMC9185513/ /pubmed/35684800 http://dx.doi.org/10.3390/s22114177 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pei, Dingyi
Olikkal, Parthan
Adali, Tülay
Vinjamuri, Ramana
Dynamical Synergies of Multidigit Hand Prehension
title Dynamical Synergies of Multidigit Hand Prehension
title_full Dynamical Synergies of Multidigit Hand Prehension
title_fullStr Dynamical Synergies of Multidigit Hand Prehension
title_full_unstemmed Dynamical Synergies of Multidigit Hand Prehension
title_short Dynamical Synergies of Multidigit Hand Prehension
title_sort dynamical synergies of multidigit hand prehension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185513/
https://www.ncbi.nlm.nih.gov/pubmed/35684800
http://dx.doi.org/10.3390/s22114177
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