Hagmann, Katharina and Hellings-Kuss, Anja and Steidle, Florian and Stulp, Freek and Leidner, Daniel and Klodmann, Julian (2024) Continuous Transitions between Levels of Autonomy based on Virtual Fixtures for Surgical Robotic Systems. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. IEEE. IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, UAE. (Submitted)
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Abstract
Nowadays, telemanipulation robotic systems are present in many operating rooms. The exploitation of autonomy for minimally invasive robotic surgery remains an open field of research as it is non-trivial to provide meaningful assistance. This work presents a novel virtual fixture providing haptic augmentation for shared control as well as task-level autonomy, while ensuring continuous transitions of control between the robotic system and the surgeon. Transitions between levels of autonomy are based on information about the robotic system and its environment. The proposed method is evaluated through experiments which show the successful completion of surgeon training tasks, namely peg transfer and suturing, exploiting shared control and task-level autonomy.
Item URL in elib: | https://elib.dlr.de/203851/ | ||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Other) | ||||||||||||||||||||||||||||
Additional Information: | This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible. | ||||||||||||||||||||||||||||
Title: | Continuous Transitions between Levels of Autonomy based on Virtual Fixtures for Surgical Robotic Systems | ||||||||||||||||||||||||||||
Authors: |
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Date: | 2024 | ||||||||||||||||||||||||||||
Journal or Publication Title: | 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024 | ||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||
Publisher: | IEEE | ||||||||||||||||||||||||||||
Status: | Submitted | ||||||||||||||||||||||||||||
Keywords: | Surgical Robotics: Laparoscopy; AI-Based Methods; Telerobotics and Teleoperation | ||||||||||||||||||||||||||||
Event Title: | IEEE/RSJ International Conference on Intelligent Robots and Systems | ||||||||||||||||||||||||||||
Event Location: | Abu Dhabi, UAE | ||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||
Organizer: | IEEE/RSJ | ||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
HGF - Program: | Space | ||||||||||||||||||||||||||||
HGF - Program Themes: | Robotics | ||||||||||||||||||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||||||
DLR - Program: | R RO - Robotics | ||||||||||||||||||||||||||||
DLR - Research theme (Project): | R - Medical Assistance Systems [RO] | ||||||||||||||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Robotics and Mechatronics (since 2013) | ||||||||||||||||||||||||||||
Deposited By: | Hagmann, Katharina | ||||||||||||||||||||||||||||
Deposited On: | 19 Apr 2024 09:52 | ||||||||||||||||||||||||||||
Last Modified: | 19 Apr 2024 09:54 |
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