Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery

Ali Ebrahimi, Niravkumar Patel, Changyan He, Peter Gehlbach, Marin Kobilarov, Iulian Iordachita

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

One of the significant challenges of moving from manual to robot-assisted retinal surgery is the loss of perception of forces applied to the sclera (sclera forces) by the surgical tools. This damping of force feedback is primarily due to the stiffness and inertia of the robot. The diminished perception of tool-to-eye interactions might put the eye tissue at high risk of injury due to excessive sclera forces or extreme insertion of the tool into the eye. In the present study therefore a 1-dimensional adaptive control method is customized for 3-dimensional control of sclera force components and tool insertion depth and then implemented on the velocity-controlled Johns Hopkins Steady-Hand Eye Robot. The control method enables the robot to perform autonomous motions to make the sclera force and/or insertion depth of the tool tip to follow pre-defined desired and safe trajectories when they exceed safe bounds. A robotic light pipe holding application in retinal surgery is also investigated using the adaptive control method. The implementation results indicate that the adaptive control is able to achieve the imposed safety margins and prevent sclera forces and insertion depth from exceeding safe boundaries.

Original languageEnglish (US)
Title of host publication2019 International Conference on Robotics and Automation, ICRA 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages9073-9079
Number of pages7
ISBN (Electronic)9781538660263
DOIs
StatePublished - May 1 2019
Event2019 International Conference on Robotics and Automation, ICRA 2019 - Montreal, Canada
Duration: May 20 2019May 24 2019

Publication series

NameProceedings - IEEE International Conference on Robotics and Automation
Volume2019-May
ISSN (Print)1050-4729

Conference

Conference2019 International Conference on Robotics and Automation, ICRA 2019
CountryCanada
CityMontreal
Period5/20/195/24/19

Fingerprint

Surgery
Robots
End effectors
Fiber optics
Robotics
Damping
Trajectories
Stiffness
Tissue
Feedback

ASJC Scopus subject areas

  • Software
  • Control and Systems Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

Cite this

Ebrahimi, A., Patel, N., He, C., Gehlbach, P., Kobilarov, M., & Iordachita, I. (2019). Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery. In 2019 International Conference on Robotics and Automation, ICRA 2019 (pp. 9073-9079). [8793658] (Proceedings - IEEE International Conference on Robotics and Automation; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICRA.2019.8793658

Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery. / Ebrahimi, Ali; Patel, Niravkumar; He, Changyan; Gehlbach, Peter; Kobilarov, Marin; Iordachita, Iulian.

2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 9073-9079 8793658 (Proceedings - IEEE International Conference on Robotics and Automation; Vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ebrahimi, A, Patel, N, He, C, Gehlbach, P, Kobilarov, M & Iordachita, I 2019, Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery. in 2019 International Conference on Robotics and Automation, ICRA 2019., 8793658, Proceedings - IEEE International Conference on Robotics and Automation, vol. 2019-May, Institute of Electrical and Electronics Engineers Inc., pp. 9073-9079, 2019 International Conference on Robotics and Automation, ICRA 2019, Montreal, Canada, 5/20/19. https://doi.org/10.1109/ICRA.2019.8793658
Ebrahimi A, Patel N, He C, Gehlbach P, Kobilarov M, Iordachita I. Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery. In 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 9073-9079. 8793658. (Proceedings - IEEE International Conference on Robotics and Automation). https://doi.org/10.1109/ICRA.2019.8793658
Ebrahimi, Ali ; Patel, Niravkumar ; He, Changyan ; Gehlbach, Peter ; Kobilarov, Marin ; Iordachita, Iulian. / Adaptive control of sclera force and insertion depth for safe robot-assisted retinal surgery. 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 9073-9079 (Proceedings - IEEE International Conference on Robotics and Automation).
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