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Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator
To reduce the risk of infection in medical personnel working in infectious-disease areas, we proposed a hyper-redundant mobile medical manipulator (HRMMM) to perform contact tasks in place of healthcare workers. A kinematics-based tracking algorithm was designed to obtain highly accurate pose tracki...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Shanghai Jiaotong University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942026/ https://www.ncbi.nlm.nih.gov/pubmed/36846269 http://dx.doi.org/10.1007/s12204-023-2580-4 |
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author | Zhang, Kaibo Chen, Li Dong, Qi |
author_facet | Zhang, Kaibo Chen, Li Dong, Qi |
author_sort | Zhang, Kaibo |
collection | PubMed |
description | To reduce the risk of infection in medical personnel working in infectious-disease areas, we proposed a hyper-redundant mobile medical manipulator (HRMMM) to perform contact tasks in place of healthcare workers. A kinematics-based tracking algorithm was designed to obtain highly accurate pose tracking. A kinematic model of the HRMMM was established and its global Jacobian matrix was deduced. An expression of the tracking error based on the Rodrigues rotation formula was designed, and the relationship between tracking errors and gripper velocities was derived to ensure accurate object tracking. Considering the input constraints of the physical system, a joint-constraint model of the HRMMM was established, and the variable-substitution method was used to transform asymmetric constraints to symmetric constraints. All constraints were normalized by dividing by their maximum values. A hybrid controller based on pseudo-inverse (PI) and quadratic programming (QP) was designed to satisfy the real-time motion-control requirements in medical events. The PI method was used when there was no input saturation, and the QP method was used when saturation occurred. A quadratic performance index was designed to ensure smooth switching between PI and QP. The simulation results showed that the HRMMM could approach the target pose with a smooth motion trajectory, while meeting different types of input constraints. |
format | Online Article Text |
id | pubmed-9942026 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Shanghai Jiaotong University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-99420262023-02-21 Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator Zhang, Kaibo Chen, Li Dong, Qi J Shanghai Jiaotong Univ Sci Original Paper To reduce the risk of infection in medical personnel working in infectious-disease areas, we proposed a hyper-redundant mobile medical manipulator (HRMMM) to perform contact tasks in place of healthcare workers. A kinematics-based tracking algorithm was designed to obtain highly accurate pose tracking. A kinematic model of the HRMMM was established and its global Jacobian matrix was deduced. An expression of the tracking error based on the Rodrigues rotation formula was designed, and the relationship between tracking errors and gripper velocities was derived to ensure accurate object tracking. Considering the input constraints of the physical system, a joint-constraint model of the HRMMM was established, and the variable-substitution method was used to transform asymmetric constraints to symmetric constraints. All constraints were normalized by dividing by their maximum values. A hybrid controller based on pseudo-inverse (PI) and quadratic programming (QP) was designed to satisfy the real-time motion-control requirements in medical events. The PI method was used when there was no input saturation, and the QP method was used when saturation occurred. A quadratic performance index was designed to ensure smooth switching between PI and QP. The simulation results showed that the HRMMM could approach the target pose with a smooth motion trajectory, while meeting different types of input constraints. Shanghai Jiaotong University Press 2023-02-21 2023 /pmc/articles/PMC9942026/ /pubmed/36846269 http://dx.doi.org/10.1007/s12204-023-2580-4 Text en © Shanghai Jiao Tong University 2023 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Zhang, Kaibo Chen, Li Dong, Qi Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title | Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title_full | Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title_fullStr | Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title_full_unstemmed | Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title_short | Input-Constrained Hybrid Control of a Hyper-Redundant Mobile Medical Manipulator |
title_sort | input-constrained hybrid control of a hyper-redundant mobile medical manipulator |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942026/ https://www.ncbi.nlm.nih.gov/pubmed/36846269 http://dx.doi.org/10.1007/s12204-023-2580-4 |
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