Cargando…
Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort
We developed a method to estimate a biomechanically feasible precision grip posture of the human hand for a given object based on a minimization of the muscle effort. The hand musculoskeletal model was constructed as a chain of 21 rigid links with 37 intrinsic and extrinsic muscles. To grasp an obje...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345905/ https://www.ncbi.nlm.nih.gov/pubmed/35918451 http://dx.doi.org/10.1038/s41598-022-16962-1 |
_version_ | 1784761533382787072 |
---|---|
author | Nakajima, Takayuki Asami, Yuki Endo, Yui Tada, Mitsunori Ogihara, Naomichi |
author_facet | Nakajima, Takayuki Asami, Yuki Endo, Yui Tada, Mitsunori Ogihara, Naomichi |
author_sort | Nakajima, Takayuki |
collection | PubMed |
description | We developed a method to estimate a biomechanically feasible precision grip posture of the human hand for a given object based on a minimization of the muscle effort. The hand musculoskeletal model was constructed as a chain of 21 rigid links with 37 intrinsic and extrinsic muscles. To grasp an object, the static force and moment equilibrium condition of the object, force balance between the muscle and fingertip forces, and static frictional conditions must be satisfied. We calculated the hand posture, fingertip forces, and muscle activation signals for a given object to minimize the square sum of the muscle activations while satisfying the above kinetic constraints using an evolutionary optimization technique. To evaluate the estimated hand posture and fingertip forces, a wireless fingertip force-sensing device with two six-axis load cells was developed. When grasping the object, the fingertip forces and hand posture were experimentally measured to compare with the corresponding estimated values. The estimated hand postures and fingertip forces were in reasonable agreement to the corresponding measured data, indicating that the proposed hand posture estimation method based on the minimization of muscle effort is effective for the virtual ergonomic assessment of a handheld product. |
format | Online Article Text |
id | pubmed-9345905 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93459052022-08-04 Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort Nakajima, Takayuki Asami, Yuki Endo, Yui Tada, Mitsunori Ogihara, Naomichi Sci Rep Article We developed a method to estimate a biomechanically feasible precision grip posture of the human hand for a given object based on a minimization of the muscle effort. The hand musculoskeletal model was constructed as a chain of 21 rigid links with 37 intrinsic and extrinsic muscles. To grasp an object, the static force and moment equilibrium condition of the object, force balance between the muscle and fingertip forces, and static frictional conditions must be satisfied. We calculated the hand posture, fingertip forces, and muscle activation signals for a given object to minimize the square sum of the muscle activations while satisfying the above kinetic constraints using an evolutionary optimization technique. To evaluate the estimated hand posture and fingertip forces, a wireless fingertip force-sensing device with two six-axis load cells was developed. When grasping the object, the fingertip forces and hand posture were experimentally measured to compare with the corresponding estimated values. The estimated hand postures and fingertip forces were in reasonable agreement to the corresponding measured data, indicating that the proposed hand posture estimation method based on the minimization of muscle effort is effective for the virtual ergonomic assessment of a handheld product. Nature Publishing Group UK 2022-08-02 /pmc/articles/PMC9345905/ /pubmed/35918451 http://dx.doi.org/10.1038/s41598-022-16962-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Nakajima, Takayuki Asami, Yuki Endo, Yui Tada, Mitsunori Ogihara, Naomichi Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title | Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title_full | Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title_fullStr | Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title_full_unstemmed | Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title_short | Prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
title_sort | prediction of anatomically and biomechanically feasible precision grip posture of the human hand based on minimization of muscle effort |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345905/ https://www.ncbi.nlm.nih.gov/pubmed/35918451 http://dx.doi.org/10.1038/s41598-022-16962-1 |
work_keys_str_mv | AT nakajimatakayuki predictionofanatomicallyandbiomechanicallyfeasibleprecisiongrippostureofthehumanhandbasedonminimizationofmuscleeffort AT asamiyuki predictionofanatomicallyandbiomechanicallyfeasibleprecisiongrippostureofthehumanhandbasedonminimizationofmuscleeffort AT endoyui predictionofanatomicallyandbiomechanicallyfeasibleprecisiongrippostureofthehumanhandbasedonminimizationofmuscleeffort AT tadamitsunori predictionofanatomicallyandbiomechanicallyfeasibleprecisiongrippostureofthehumanhandbasedonminimizationofmuscleeffort AT ogiharanaomichi predictionofanatomicallyandbiomechanicallyfeasibleprecisiongrippostureofthehumanhandbasedonminimizationofmuscleeffort |