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Continuous Transitions between Levels of Autonomy based on Virtual Fixtures for Surgical Robotic Systems

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/
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:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Hagmann, KatharinaUNSPECIFIEDhttps://orcid.org/0000-0002-4273-3259UNSPECIFIED
Hellings-Kuss, AnjaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Steidle, FlorianUNSPECIFIEDhttps://orcid.org/0000-0001-6935-9810UNSPECIFIED
Stulp, FreekUNSPECIFIEDhttps://orcid.org/0000-0001-9555-9517UNSPECIFIED
Leidner, DanielUNSPECIFIEDhttps://orcid.org/0000-0001-5091-7122UNSPECIFIED
Klodmann, JulianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
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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