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Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization

The implementation of low-energy cooperative movements is one of the key technologies for the complex control of the movements of humanoid robots. A control method based on optimal parameters is adopted to optimize the energy consumption of the cooperative movements of two humanoid robots. A dynamic...

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Detalles Bibliográficos
Autores principales: Zhong, Qiubo, Li, Yaoyun, Zheng, Caiming, Shen, Tianyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255912/
https://www.ncbi.nlm.nih.gov/pubmed/34234665
http://dx.doi.org/10.3389/fnbot.2021.699820
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author Zhong, Qiubo
Li, Yaoyun
Zheng, Caiming
Shen, Tianyao
author_facet Zhong, Qiubo
Li, Yaoyun
Zheng, Caiming
Shen, Tianyao
author_sort Zhong, Qiubo
collection PubMed
description The implementation of low-energy cooperative movements is one of the key technologies for the complex control of the movements of humanoid robots. A control method based on optimal parameters is adopted to optimize the energy consumption of the cooperative movements of two humanoid robots. A dynamic model that satisfies the cooperative movements is established, and the motion trajectory of two humanoid robots in the process of cooperative manipulation of objects is planned. By adopting the control method with optimal parameters, the parameters optimization of the energy consumption index function is performed and the stability judgment index of the robot in the movement process is satisfied. Finally, the effectiveness of the method is verified by simulations and experimentations.
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spelling pubmed-82559122021-07-06 Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization Zhong, Qiubo Li, Yaoyun Zheng, Caiming Shen, Tianyao Front Neurorobot Neuroscience The implementation of low-energy cooperative movements is one of the key technologies for the complex control of the movements of humanoid robots. A control method based on optimal parameters is adopted to optimize the energy consumption of the cooperative movements of two humanoid robots. A dynamic model that satisfies the cooperative movements is established, and the motion trajectory of two humanoid robots in the process of cooperative manipulation of objects is planned. By adopting the control method with optimal parameters, the parameters optimization of the energy consumption index function is performed and the stability judgment index of the robot in the movement process is satisfied. Finally, the effectiveness of the method is verified by simulations and experimentations. Frontiers Media S.A. 2021-06-21 /pmc/articles/PMC8255912/ /pubmed/34234665 http://dx.doi.org/10.3389/fnbot.2021.699820 Text en Copyright © 2021 Zhong, Li, Zheng and Shen. https://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 Neuroscience
Zhong, Qiubo
Li, Yaoyun
Zheng, Caiming
Shen, Tianyao
Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title_full Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title_fullStr Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title_full_unstemmed Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title_short Humanoid Robot Cooperative Motion Control Based on Optimal Parameterization
title_sort humanoid robot cooperative motion control based on optimal parameterization
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255912/
https://www.ncbi.nlm.nih.gov/pubmed/34234665
http://dx.doi.org/10.3389/fnbot.2021.699820
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AT shentianyao humanoidrobotcooperativemotioncontrolbasedonoptimalparameterization