Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783718009810976768 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8255912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhongqiubo humanoidrobotcooperativemotioncontrolbasedonoptimalparameterization AT liyaoyun humanoidrobotcooperativemotioncontrolbasedonoptimalparameterization AT zhengcaiming humanoidrobotcooperativemotioncontrolbasedonoptimalparameterization AT shentianyao humanoidrobotcooperativemotioncontrolbasedonoptimalparameterization |