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A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control

At present, the research and application of biped robots is more and more popular. The popularity of biped robots can be better promoted by improving the motion performance of low-cost biped robots. In this paper, the method of the Linear Quadratic Regulator (LQR) is used to track a robot’s center o...

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Autores principales: Wang, Zhen, Kou, Lei, Ke, Wende, Chen, Yuhan, Bai, Yan, Li, Qingfeng, Lu, Dongxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046842/
https://www.ncbi.nlm.nih.gov/pubmed/36975356
http://dx.doi.org/10.3390/biomimetics8010126
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author Wang, Zhen
Kou, Lei
Ke, Wende
Chen, Yuhan
Bai, Yan
Li, Qingfeng
Lu, Dongxin
author_facet Wang, Zhen
Kou, Lei
Ke, Wende
Chen, Yuhan
Bai, Yan
Li, Qingfeng
Lu, Dongxin
author_sort Wang, Zhen
collection PubMed
description At present, the research and application of biped robots is more and more popular. The popularity of biped robots can be better promoted by improving the motion performance of low-cost biped robots. In this paper, the method of the Linear Quadratic Regulator (LQR) is used to track a robot’s center of mass (COM). At the same time, the whole-body-control method and value function generated in the process of tracking COM are used to construct the quadratic programming (QP) model of a biped robot. Through the above method, the torque feedforward of the robot is obtained in the Drake simulation platform. The torque feedforward information of the robot is transformed into position feedforward information by spring compensation. In this paper, open loop control and spring compensation are used, respectively, to make the robot perform simple actions. Generally, after the compensation method of spring compensation is adopted, the roll angle and pitch angle of the upper body of the robot are closer to 0 after the robot performs an action. However, as the selected motion can introduce more forward and lateral motions, the robot needs more spring clearance compensation to improve performance. For improving the motion performance of a low-cost biped robot, the experimental results show that the spring compensation method is both reasonable and effective.
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spelling pubmed-100468422023-03-29 A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control Wang, Zhen Kou, Lei Ke, Wende Chen, Yuhan Bai, Yan Li, Qingfeng Lu, Dongxin Biomimetics (Basel) Article At present, the research and application of biped robots is more and more popular. The popularity of biped robots can be better promoted by improving the motion performance of low-cost biped robots. In this paper, the method of the Linear Quadratic Regulator (LQR) is used to track a robot’s center of mass (COM). At the same time, the whole-body-control method and value function generated in the process of tracking COM are used to construct the quadratic programming (QP) model of a biped robot. Through the above method, the torque feedforward of the robot is obtained in the Drake simulation platform. The torque feedforward information of the robot is transformed into position feedforward information by spring compensation. In this paper, open loop control and spring compensation are used, respectively, to make the robot perform simple actions. Generally, after the compensation method of spring compensation is adopted, the roll angle and pitch angle of the upper body of the robot are closer to 0 after the robot performs an action. However, as the selected motion can introduce more forward and lateral motions, the robot needs more spring clearance compensation to improve performance. For improving the motion performance of a low-cost biped robot, the experimental results show that the spring compensation method is both reasonable and effective. MDPI 2023-03-21 /pmc/articles/PMC10046842/ /pubmed/36975356 http://dx.doi.org/10.3390/biomimetics8010126 Text en © 2023 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
Wang, Zhen
Kou, Lei
Ke, Wende
Chen, Yuhan
Bai, Yan
Li, Qingfeng
Lu, Dongxin
A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title_full A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title_fullStr A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title_full_unstemmed A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title_short A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control
title_sort spring compensation method for a low-cost biped robot based on whole body control
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046842/
https://www.ncbi.nlm.nih.gov/pubmed/36975356
http://dx.doi.org/10.3390/biomimetics8010126
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