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Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems

A multi-robot collaboration system can complete more complex tasks than a single robot system. Ensuring the calibration accuracy between robots in the system is a prerequisite for the effective inter-robot cooperation. This paper presents a dual-robot system for orthopedic surgeries, where the relat...

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Autores principales: Qin, Yanding, Geng, Pengxiu, Lv, Bowen, Meng, Yiyang, Song, Zhichao, Han, Jianda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915100/
https://www.ncbi.nlm.nih.gov/pubmed/35271007
http://dx.doi.org/10.3390/s22051861
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author Qin, Yanding
Geng, Pengxiu
Lv, Bowen
Meng, Yiyang
Song, Zhichao
Han, Jianda
author_facet Qin, Yanding
Geng, Pengxiu
Lv, Bowen
Meng, Yiyang
Song, Zhichao
Han, Jianda
author_sort Qin, Yanding
collection PubMed
description A multi-robot collaboration system can complete more complex tasks than a single robot system. Ensuring the calibration accuracy between robots in the system is a prerequisite for the effective inter-robot cooperation. This paper presents a dual-robot system for orthopedic surgeries, where the relationships between hand-eye, flange-tool, and robot-robot need to be calibrated. This calibration problem can be summarized to the solution of the matrix equation of AXB=YCZ. A combined solution is proposed to solve the unknown parameters in the equation of AXB=YCZ, which consists of the dual quaternion closed-form method and the iterative method based on Levenberg–Marquardt (LM) algorithm. The closed-form method is used to quickly obtain the initial value for the iterative method so as to increase the convergence speed and calibration accuracy of the iterative method. Simulation and experimental analyses are carried out to verify the accuracy and effectiveness of the proposed method.
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spelling pubmed-89151002022-03-12 Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems Qin, Yanding Geng, Pengxiu Lv, Bowen Meng, Yiyang Song, Zhichao Han, Jianda Sensors (Basel) Communication A multi-robot collaboration system can complete more complex tasks than a single robot system. Ensuring the calibration accuracy between robots in the system is a prerequisite for the effective inter-robot cooperation. This paper presents a dual-robot system for orthopedic surgeries, where the relationships between hand-eye, flange-tool, and robot-robot need to be calibrated. This calibration problem can be summarized to the solution of the matrix equation of AXB=YCZ. A combined solution is proposed to solve the unknown parameters in the equation of AXB=YCZ, which consists of the dual quaternion closed-form method and the iterative method based on Levenberg–Marquardt (LM) algorithm. The closed-form method is used to quickly obtain the initial value for the iterative method so as to increase the convergence speed and calibration accuracy of the iterative method. Simulation and experimental analyses are carried out to verify the accuracy and effectiveness of the proposed method. MDPI 2022-02-26 /pmc/articles/PMC8915100/ /pubmed/35271007 http://dx.doi.org/10.3390/s22051861 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 Communication
Qin, Yanding
Geng, Pengxiu
Lv, Bowen
Meng, Yiyang
Song, Zhichao
Han, Jianda
Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title_full Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title_fullStr Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title_full_unstemmed Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title_short Simultaneous Calibration of the Hand-Eye, Flange-Tool and Robot-Robot Relationship in Dual-Robot Collaboration Systems
title_sort simultaneous calibration of the hand-eye, flange-tool and robot-robot relationship in dual-robot collaboration systems
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915100/
https://www.ncbi.nlm.nih.gov/pubmed/35271007
http://dx.doi.org/10.3390/s22051861
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