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Modeling and Control of a Wheeled Biped Robot
It is difficult to realize the stable control of a wheeled biped robot (WBR), as it is an underactuated nonlinear system. To improve the balance and dynamic locomotion capabilities of a WBR, a decoupled control framework is proposed. First, the WBR is decoupled into a variable-length wheeled inverte...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146894/ https://www.ncbi.nlm.nih.gov/pubmed/35630214 http://dx.doi.org/10.3390/mi13050747 |
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author | Cui, Zemin Xin, Yaxian Liu, Shuyun Rong, Xuewen Li, Yibin |
author_facet | Cui, Zemin Xin, Yaxian Liu, Shuyun Rong, Xuewen Li, Yibin |
author_sort | Cui, Zemin |
collection | PubMed |
description | It is difficult to realize the stable control of a wheeled biped robot (WBR), as it is an underactuated nonlinear system. To improve the balance and dynamic locomotion capabilities of a WBR, a decoupled control framework is proposed. First, the WBR is decoupled into a variable-length wheeled inverted pendulum and a five-link multi-rigid body system. Then, for the above two simplified models, a time-varying linear quadratic regulator and a model predictive controller are designed, respectively. In addition, in order to improve the accuracy of the feedback information of the robot, the Kalman filter is used to optimally estimate the system state. The control framework can enable the WBR to realize changing height, resisting external disturbances, velocity tracking and jumping. The results obtained by simulations and physical experiments verify the effectiveness of the framework. |
format | Online Article Text |
id | pubmed-9146894 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91468942022-05-29 Modeling and Control of a Wheeled Biped Robot Cui, Zemin Xin, Yaxian Liu, Shuyun Rong, Xuewen Li, Yibin Micromachines (Basel) Article It is difficult to realize the stable control of a wheeled biped robot (WBR), as it is an underactuated nonlinear system. To improve the balance and dynamic locomotion capabilities of a WBR, a decoupled control framework is proposed. First, the WBR is decoupled into a variable-length wheeled inverted pendulum and a five-link multi-rigid body system. Then, for the above two simplified models, a time-varying linear quadratic regulator and a model predictive controller are designed, respectively. In addition, in order to improve the accuracy of the feedback information of the robot, the Kalman filter is used to optimally estimate the system state. The control framework can enable the WBR to realize changing height, resisting external disturbances, velocity tracking and jumping. The results obtained by simulations and physical experiments verify the effectiveness of the framework. MDPI 2022-05-08 /pmc/articles/PMC9146894/ /pubmed/35630214 http://dx.doi.org/10.3390/mi13050747 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 Cui, Zemin Xin, Yaxian Liu, Shuyun Rong, Xuewen Li, Yibin Modeling and Control of a Wheeled Biped Robot |
title | Modeling and Control of a Wheeled Biped Robot |
title_full | Modeling and Control of a Wheeled Biped Robot |
title_fullStr | Modeling and Control of a Wheeled Biped Robot |
title_full_unstemmed | Modeling and Control of a Wheeled Biped Robot |
title_short | Modeling and Control of a Wheeled Biped Robot |
title_sort | modeling and control of a wheeled biped robot |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146894/ https://www.ncbi.nlm.nih.gov/pubmed/35630214 http://dx.doi.org/10.3390/mi13050747 |
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