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Shared Control Schemes for Middle Ear Surgery

This paper deals with the control of a redundant cobot arm to accomplish peg-in-hole insertion tasks in the context of middle ear surgery. It mainly focuses on the development of two shared control laws that combine local measurements provided by position or force sensors with the globally observed...

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Autores principales: So, Jae-Hun, Sobucki, Stéphane, Szewczyk, Jérôme, Marturi, Naresh, Tamadazte, Brahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8980232/
https://www.ncbi.nlm.nih.gov/pubmed/35391943
http://dx.doi.org/10.3389/frobt.2022.824716
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author So, Jae-Hun
Sobucki, Stéphane
Szewczyk, Jérôme
Marturi, Naresh
Tamadazte, Brahim
author_facet So, Jae-Hun
Sobucki, Stéphane
Szewczyk, Jérôme
Marturi, Naresh
Tamadazte, Brahim
author_sort So, Jae-Hun
collection PubMed
description This paper deals with the control of a redundant cobot arm to accomplish peg-in-hole insertion tasks in the context of middle ear surgery. It mainly focuses on the development of two shared control laws that combine local measurements provided by position or force sensors with the globally observed visual information. We first investigate the two classical and well-established control modes, i.e., a position-based end-frame tele-operation controller and a comanipulation controller. Based on these two control architectures, we then propose a combination of visual feedback and position/force-based inputs in the same control scheme. In contrast to the conventional control designs where all degrees of freedom (DoF) are equally controlled, the proposed shared controllers allow teleoperation of linear/translational DoFs while the rotational ones are simultaneously handled by a vision-based controller. Such controllers reduce the task complexity, e.g., a complex peg-in-hole task is simplified for the operator to basic translations in the space where tool orientations are automatically controlled. Various experiments are conducted, using a 7-DoF robot arm equipped with a force/torque sensor and a camera, validating the proposed controllers in the context of simulating a minimally invasive surgical procedure. The obtained results in terms of accuracy, ergonomics and rapidity are discussed in this paper.
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spelling pubmed-89802322022-04-06 Shared Control Schemes for Middle Ear Surgery So, Jae-Hun Sobucki, Stéphane Szewczyk, Jérôme Marturi, Naresh Tamadazte, Brahim Front Robot AI Robotics and AI This paper deals with the control of a redundant cobot arm to accomplish peg-in-hole insertion tasks in the context of middle ear surgery. It mainly focuses on the development of two shared control laws that combine local measurements provided by position or force sensors with the globally observed visual information. We first investigate the two classical and well-established control modes, i.e., a position-based end-frame tele-operation controller and a comanipulation controller. Based on these two control architectures, we then propose a combination of visual feedback and position/force-based inputs in the same control scheme. In contrast to the conventional control designs where all degrees of freedom (DoF) are equally controlled, the proposed shared controllers allow teleoperation of linear/translational DoFs while the rotational ones are simultaneously handled by a vision-based controller. Such controllers reduce the task complexity, e.g., a complex peg-in-hole task is simplified for the operator to basic translations in the space where tool orientations are automatically controlled. Various experiments are conducted, using a 7-DoF robot arm equipped with a force/torque sensor and a camera, validating the proposed controllers in the context of simulating a minimally invasive surgical procedure. The obtained results in terms of accuracy, ergonomics and rapidity are discussed in this paper. Frontiers Media S.A. 2022-03-22 /pmc/articles/PMC8980232/ /pubmed/35391943 http://dx.doi.org/10.3389/frobt.2022.824716 Text en Copyright © 2022 So, Sobucki, Szewczyk, Marturi and Tamadazte. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
So, Jae-Hun
Sobucki, Stéphane
Szewczyk, Jérôme
Marturi, Naresh
Tamadazte, Brahim
Shared Control Schemes for Middle Ear Surgery
title Shared Control Schemes for Middle Ear Surgery
title_full Shared Control Schemes for Middle Ear Surgery
title_fullStr Shared Control Schemes for Middle Ear Surgery
title_full_unstemmed Shared Control Schemes for Middle Ear Surgery
title_short Shared Control Schemes for Middle Ear Surgery
title_sort shared control schemes for middle ear surgery
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8980232/
https://www.ncbi.nlm.nih.gov/pubmed/35391943
http://dx.doi.org/10.3389/frobt.2022.824716
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