An Adaptive Force Guidance System for Computer-Guided Laparoscopy Training
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An Adaptive Force Guidance System ...
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Final Accepted Manuscript
Affiliation
Department of Electrical and Computer Engineering, University of ArizonaDepartment of Surgery, College of Medicine, University of Arizona
Issue Date
2021-02-18Keywords
Adaptive systemsassistive technology
Electron tubes
Force
force feedback
Force feedback
fuzzy control
Instruments
Navigation
sliding-mode control
surgical training
Task analysis
Training
virtual fixtures
Metadata
Show full item recordCitation
Hong, M., & Rozenblit, J. W. (2021). An Adaptive Force Guidance System for Computer-Guided Laparoscopy Training. IEEE Transactions on Cybernetics.Journal
IEEE Transactions on CyberneticsRights
© 2021 IEEE.Collection Information
This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu.Abstract
We present an adaptive force guidance system for laparoscopic surgery skills training. This system consists of self-adjusting fuzzy sliding-mode controllers and switching mode controllers to provide proper force feedback. Using virtual fixtures, the proposed system restricts motions or guides a trainee to navigate a surgical instrument in a 3-D space in a manner that mimics a human instructor who would teach the trainees by holding their hands. The self-adjusting controllers incorporate human factors, such as different force sensitivity and proficiency levels. The proposed system was implemented and evaluated using the computer-assisted surgical trainer (CAST). The effects of the force guidance system are presented based on the experimental test results.ISSN
2168-2267EISSN
2168-2275Version
Final accepted manuscriptSponsors
National Science Foundationae974a485f413a2113503eed53cd6c53
10.1109/tcyb.2021.3051837