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Postural Hand Synergies during Environmental Constraint Exploitation

Humans are able to intuitively exploit the shape of an object and environmental constraints to achieve stable grasps and perform dexterous manipulations. In doing that, a vast range of kinematic strategies can be observed. However, in this work we formulate the hypothesis that such ability can be de...

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Autores principales: Della Santina, Cosimo, Bianchi, Matteo, Averta, Giuseppe, Ciotti, Simone, Arapi, Visar, Fani, Simone, Battaglia, Edoardo, Catalano, Manuel Giuseppe, Santello, Marco, Bicchi, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5581876/
https://www.ncbi.nlm.nih.gov/pubmed/28900393
http://dx.doi.org/10.3389/fnbot.2017.00041
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author Della Santina, Cosimo
Bianchi, Matteo
Averta, Giuseppe
Ciotti, Simone
Arapi, Visar
Fani, Simone
Battaglia, Edoardo
Catalano, Manuel Giuseppe
Santello, Marco
Bicchi, Antonio
author_facet Della Santina, Cosimo
Bianchi, Matteo
Averta, Giuseppe
Ciotti, Simone
Arapi, Visar
Fani, Simone
Battaglia, Edoardo
Catalano, Manuel Giuseppe
Santello, Marco
Bicchi, Antonio
author_sort Della Santina, Cosimo
collection PubMed
description Humans are able to intuitively exploit the shape of an object and environmental constraints to achieve stable grasps and perform dexterous manipulations. In doing that, a vast range of kinematic strategies can be observed. However, in this work we formulate the hypothesis that such ability can be described in terms of a synergistic behavior in the generation of hand postures, i.e., using a reduced set of commonly used kinematic patterns. This is in analogy with previous studies showing the presence of such behavior in different tasks, such as grasping. We investigated this hypothesis in experiments performed by six subjects, who were asked to grasp objects from a flat surface. We quantitatively characterized hand posture behavior from a kinematic perspective, i.e., the hand joint angles, in both pre-shaping and during the interaction with the environment. To determine the role of tactile feedback, we repeated the same experiments but with subjects wearing a rigid shell on the fingertips to reduce cutaneous afferent inputs. Results show the persistence of at least two postural synergies in all the considered experimental conditions and phases. Tactile impairment does not alter significantly the first two synergies, and contact with the environment generates a change only for higher order Principal Components. A good match also arises between the first synergy found in our analysis and the first synergy of grasping as quantified by previous work. The present study is motivated by the interest of learning from the human example, extracting lessons that can be applied in robot design and control. Thus, we conclude with a discussion on implications for robotics of our findings.
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spelling pubmed-55818762017-09-12 Postural Hand Synergies during Environmental Constraint Exploitation Della Santina, Cosimo Bianchi, Matteo Averta, Giuseppe Ciotti, Simone Arapi, Visar Fani, Simone Battaglia, Edoardo Catalano, Manuel Giuseppe Santello, Marco Bicchi, Antonio Front Neurorobot Neuroscience Humans are able to intuitively exploit the shape of an object and environmental constraints to achieve stable grasps and perform dexterous manipulations. In doing that, a vast range of kinematic strategies can be observed. However, in this work we formulate the hypothesis that such ability can be described in terms of a synergistic behavior in the generation of hand postures, i.e., using a reduced set of commonly used kinematic patterns. This is in analogy with previous studies showing the presence of such behavior in different tasks, such as grasping. We investigated this hypothesis in experiments performed by six subjects, who were asked to grasp objects from a flat surface. We quantitatively characterized hand posture behavior from a kinematic perspective, i.e., the hand joint angles, in both pre-shaping and during the interaction with the environment. To determine the role of tactile feedback, we repeated the same experiments but with subjects wearing a rigid shell on the fingertips to reduce cutaneous afferent inputs. Results show the persistence of at least two postural synergies in all the considered experimental conditions and phases. Tactile impairment does not alter significantly the first two synergies, and contact with the environment generates a change only for higher order Principal Components. A good match also arises between the first synergy found in our analysis and the first synergy of grasping as quantified by previous work. The present study is motivated by the interest of learning from the human example, extracting lessons that can be applied in robot design and control. Thus, we conclude with a discussion on implications for robotics of our findings. Frontiers Media S.A. 2017-08-29 /pmc/articles/PMC5581876/ /pubmed/28900393 http://dx.doi.org/10.3389/fnbot.2017.00041 Text en Copyright © 2017 Della Santina, Bianchi, Averta, Ciotti, Arapi, Fani, Battaglia, Catalano, Santello and Bicchi. 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) or licensor 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 Neuroscience
Della Santina, Cosimo
Bianchi, Matteo
Averta, Giuseppe
Ciotti, Simone
Arapi, Visar
Fani, Simone
Battaglia, Edoardo
Catalano, Manuel Giuseppe
Santello, Marco
Bicchi, Antonio
Postural Hand Synergies during Environmental Constraint Exploitation
title Postural Hand Synergies during Environmental Constraint Exploitation
title_full Postural Hand Synergies during Environmental Constraint Exploitation
title_fullStr Postural Hand Synergies during Environmental Constraint Exploitation
title_full_unstemmed Postural Hand Synergies during Environmental Constraint Exploitation
title_short Postural Hand Synergies during Environmental Constraint Exploitation
title_sort postural hand synergies during environmental constraint exploitation
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5581876/
https://www.ncbi.nlm.nih.gov/pubmed/28900393
http://dx.doi.org/10.3389/fnbot.2017.00041
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