An integrated sensor-model approach for haptic feedback of flexible endoscopic robots

Haptic feedback for flexible endoscopic surgical robots is challenging due to space constraints for sensors and shape-dependent force hysteresis of tendon-sheath mechanisms (TSMs). This paper proposes (1) a single-axis fiber Bragg grating (FBG)-based force sensor for a TSM of a robotic arm and (2) a...

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Main Authors: Lai, Wenjie, Cao, Lin, Tan, Rex Xiao, Tan, Yung Chuen, Li, Xiaoguo, Phan, Phuoc Thien, Tiong, Anthony Meng Huat, Tjin, Swee Chuan, Phee, Soo Jay
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/137930
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1379302023-03-04T17:21:21Z An integrated sensor-model approach for haptic feedback of flexible endoscopic robots Lai, Wenjie Cao, Lin Tan, Rex Xiao Tan, Yung Chuen Li, Xiaoguo Phan, Phuoc Thien Tiong, Anthony Meng Huat Tjin, Swee Chuan Phee, Soo Jay School of Electrical and Electronic Engineering School of Mechanical and Aerospace Engineering The Photonics Institute Robotics Research Centre Temasek Laboratories Engineering::Mechanical engineering::Robots Flexible Endoscopic Surgical Robots Haptic Force Sensors Haptic feedback for flexible endoscopic surgical robots is challenging due to space constraints for sensors and shape-dependent force hysteresis of tendon-sheath mechanisms (TSMs). This paper proposes (1) a single-axis fiber Bragg grating (FBG)-based force sensor for a TSM of a robotic arm and (2) an integrated sensor-model approach to estimate forces on other TSMs of that arm. With a robust and simple structure, a temperature-compensated sensor can be mounted on the distal sheath to measure forces applied by the TSM. This proposed sensor was integrated with a Ø4.2 mm articulated robotic arm driven by six TSMs, with a measurement error of 0.37 N in this work. The measurement from the single sensor was used to identify parameters in the force-transmission models of all other TSMs in the robot, realizing a one-sensor-for-all-distal-forces measurement method. The sensor-model approach could accurately estimate the distal force with an RMSE of 0.65 N. An animal study was carried out to demonstrate the sensor's feasibility in real-life surgery. The sensor-model approach presented a robust, space-saving, and cost-effective solution for haptic feedback of endoscopic robots without any assumption on the shapes of the robot. NRF (Natl Research Foundation, S’pore) Accepted version 2020-04-20T01:27:16Z 2020-04-20T01:27:16Z 2019 Journal Article Lai, W., Cao, L., Tan, R. X., Tan, Y. C., Li, X., Phan, P. T., … Phee, S. J. (2020). An integrated sensor-model approach for haptic feedback of flexible endoscopic robots. Annals of Biomedical Engineering, 48(1), 342-356. doi:10.1007/s10439-019-02352-8 0090-6964 https://hdl.handle.net/10356/137930 10.1007/s10439-019-02352-8 31485875 2-s2.0-85072176016 1 48 342 356 en Annals of Biomedical Engineering © 2019 Biomedical Engineering Society. All rights reserved. This paper was published in Annals of Biomedical Engineering and is made available with permission of Biomedical Engineering Society. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering::Robots
Flexible Endoscopic Surgical Robots
Haptic Force Sensors
spellingShingle Engineering::Mechanical engineering::Robots
Flexible Endoscopic Surgical Robots
Haptic Force Sensors
Lai, Wenjie
Cao, Lin
Tan, Rex Xiao
Tan, Yung Chuen
Li, Xiaoguo
Phan, Phuoc Thien
Tiong, Anthony Meng Huat
Tjin, Swee Chuan
Phee, Soo Jay
An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
description Haptic feedback for flexible endoscopic surgical robots is challenging due to space constraints for sensors and shape-dependent force hysteresis of tendon-sheath mechanisms (TSMs). This paper proposes (1) a single-axis fiber Bragg grating (FBG)-based force sensor for a TSM of a robotic arm and (2) an integrated sensor-model approach to estimate forces on other TSMs of that arm. With a robust and simple structure, a temperature-compensated sensor can be mounted on the distal sheath to measure forces applied by the TSM. This proposed sensor was integrated with a Ø4.2 mm articulated robotic arm driven by six TSMs, with a measurement error of 0.37 N in this work. The measurement from the single sensor was used to identify parameters in the force-transmission models of all other TSMs in the robot, realizing a one-sensor-for-all-distal-forces measurement method. The sensor-model approach could accurately estimate the distal force with an RMSE of 0.65 N. An animal study was carried out to demonstrate the sensor's feasibility in real-life surgery. The sensor-model approach presented a robust, space-saving, and cost-effective solution for haptic feedback of endoscopic robots without any assumption on the shapes of the robot.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Lai, Wenjie
Cao, Lin
Tan, Rex Xiao
Tan, Yung Chuen
Li, Xiaoguo
Phan, Phuoc Thien
Tiong, Anthony Meng Huat
Tjin, Swee Chuan
Phee, Soo Jay
format Article
author Lai, Wenjie
Cao, Lin
Tan, Rex Xiao
Tan, Yung Chuen
Li, Xiaoguo
Phan, Phuoc Thien
Tiong, Anthony Meng Huat
Tjin, Swee Chuan
Phee, Soo Jay
author_sort Lai, Wenjie
title An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
title_short An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
title_full An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
title_fullStr An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
title_full_unstemmed An integrated sensor-model approach for haptic feedback of flexible endoscopic robots
title_sort integrated sensor-model approach for haptic feedback of flexible endoscopic robots
publishDate 2020
url https://hdl.handle.net/10356/137930
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