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Improvement of Robot Accuracy with an Optical Tracking System
Robot positioning accuracy plays an important role in industrial automation applications. In this paper, a method is proposed for the improvement of robot accuracy with an optical tracking system that integrates a least-square numerical algorithm for the identification of kinematic parameters. In th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7664413/ https://www.ncbi.nlm.nih.gov/pubmed/33172137 http://dx.doi.org/10.3390/s20216341 |
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author | Liu, Ying Li, Yuwen Zhuang, Zhenghao Song, Tao |
author_facet | Liu, Ying Li, Yuwen Zhuang, Zhenghao Song, Tao |
author_sort | Liu, Ying |
collection | PubMed |
description | Robot positioning accuracy plays an important role in industrial automation applications. In this paper, a method is proposed for the improvement of robot accuracy with an optical tracking system that integrates a least-square numerical algorithm for the identification of kinematic parameters. In the process of establishing the system kinematics model, the positioning errors of the tool and the robot base, and the errors of the Denavit-Hartenberg parameters are all considered. In addition, the linear dependence among the parameters is analyzed. Numerical simulation based on a 6-axis UR robot is performed to validate the effectiveness of the proposed method. Then, the method is implemented on the actual robot, and the experimental results show that the robots can reach desired poses with an accuracy of ±0.35 mm for position and ±0.07° for orientation. Benefitting from the optical tracking system, the proposed procedure can be easily automated to improve the robot accuracy for applications requiring high positioning accuracy such as riveting, drill, and precise assembly. |
format | Online Article Text |
id | pubmed-7664413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76644132020-11-14 Improvement of Robot Accuracy with an Optical Tracking System Liu, Ying Li, Yuwen Zhuang, Zhenghao Song, Tao Sensors (Basel) Article Robot positioning accuracy plays an important role in industrial automation applications. In this paper, a method is proposed for the improvement of robot accuracy with an optical tracking system that integrates a least-square numerical algorithm for the identification of kinematic parameters. In the process of establishing the system kinematics model, the positioning errors of the tool and the robot base, and the errors of the Denavit-Hartenberg parameters are all considered. In addition, the linear dependence among the parameters is analyzed. Numerical simulation based on a 6-axis UR robot is performed to validate the effectiveness of the proposed method. Then, the method is implemented on the actual robot, and the experimental results show that the robots can reach desired poses with an accuracy of ±0.35 mm for position and ±0.07° for orientation. Benefitting from the optical tracking system, the proposed procedure can be easily automated to improve the robot accuracy for applications requiring high positioning accuracy such as riveting, drill, and precise assembly. MDPI 2020-11-06 /pmc/articles/PMC7664413/ /pubmed/33172137 http://dx.doi.org/10.3390/s20216341 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Ying Li, Yuwen Zhuang, Zhenghao Song, Tao Improvement of Robot Accuracy with an Optical Tracking System |
title | Improvement of Robot Accuracy with an Optical Tracking System |
title_full | Improvement of Robot Accuracy with an Optical Tracking System |
title_fullStr | Improvement of Robot Accuracy with an Optical Tracking System |
title_full_unstemmed | Improvement of Robot Accuracy with an Optical Tracking System |
title_short | Improvement of Robot Accuracy with an Optical Tracking System |
title_sort | improvement of robot accuracy with an optical tracking system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7664413/ https://www.ncbi.nlm.nih.gov/pubmed/33172137 http://dx.doi.org/10.3390/s20216341 |
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