Automated 3-D Deformation of a Soft Object Using a Continuum Robot

被引:23
作者
Mo, Hangjie [1 ]
Ouyang, Bo [2 ,3 ,4 ]
Xing, Liuxi [1 ]
Dong, Dingran [1 ]
Liu, Yunhui [5 ]
Sun, Dong [1 ]
机构
[1] City Univ Hong Kong, Dept Biomed Engn, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Hong Kong, Peoples R China
[4] Hefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
[5] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Peoples R China
关键词
Robots; Strain; Deformable models; Shape; Jacobian matrices; Hidden Markov models; Robot sensing systems; Continuum robot; deformation control; model predictive control; visual servoing; MODEL-PREDICTIVE CONTROL; KINEMATIC CONTROL; MANIPULATION; SYSTEM; DESIGN;
D O I
10.1109/TASE.2020.3033558
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study investigates the use of a tendon-driven continuum robot to deform a soft object, whereas the robot body is deformed into an arbitrary shape to adapt to a constrained environment. A dynamic estimator (DE) is developed to approximate the Jacobian matrix that associates the actuator input with the deformed output of the soft object. This helps solve the singularity problem and reduce the effects of noise. Then a visual predictive controller (VPC) with a reference trajectory is developed to ensure a smooth operation. A linear extended-state observer (ESO) is further designed to measure the robot states, such that the controller can compensate for the estimation error. Simulations and experiments are performed to verify the proposed control approach. Note to Practitioners-The motivation of this article is to solve the problem of automatic deformation control of soft objects in restricted environments. The existing soft object deformation control is achieved using rigid robots in an open environment, but rigid robots are difficult to use in specific applications where the environment is restricted (e.g., natural orifice surgery). Flexible continuum robots with mechanical compliance can manipulate soft objects in narrow spaces. However, due to environmental constraints, the robot body may be deformed into any shape regardless of the input of the actuator. To solve the problem, this research provides a new visual servo control strategy that deforms soft objects using a continuum robot in a restricted environment. The proposed method can control a flexible robot to manipulate soft objects while taking into account the change in the robot configuration in a restricted environment.
引用
收藏
页码:2076 / 2086
页数:11
相关论文
共 42 条
[1]   Autonomous Data-Driven Manipulation of Unknown Anisotropic Deformable Tissues Using Unmodelled Continuum Manipulators [J].
Alambeigi, Farshid ;
Wang, Zerui ;
Hegeman, Rachel ;
Liu, Yun-Hui ;
Armand, Mehran .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (02) :254-261
[2]   Predictive Control for Constrained Image-Based Visual Servoing [J].
Allibert, Guillaume ;
Courtial, Estelle ;
Chaumette, Francois .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (05) :933-939
[3]   Tendon-driven continuum robots with extensible sections-A model-based evaluation of path-following motions [J].
Amanov, Ernar ;
Thien-Dang Nguyen ;
Burgner-Kahrs, Jessica .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2021, 40 (01) :7-23
[4]   An Adaptable Robot Vision System Performing Manipulation Actions With Flexible Objects [J].
Bodenhagen, Leon ;
Fugl, Andreas R. ;
Jordt, Andreas ;
Willatzen, Morten ;
Andersen, Knud A. ;
Olsen, Martin M. ;
Koch, Reinhard ;
Petersen, Henrik G. ;
Kruger, Norbert .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2014, 11 (03) :749-765
[5]   Quasi-static manipulation of a Kirchhoff elastic rod based on a geometric analysis of equilibrium configurations [J].
Bretl, Timothy ;
McCarthy, Zoe .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2014, 33 (01) :48-68
[6]  
Bruder D, 2019, ROBOTICS: SCIENCE AND SYSTEMS XV
[7]   A Telerobotic System for Transnasal Surgery [J].
Burgner, Jessica ;
Rucker, D. Caleb ;
Gilbert, Hunter B. ;
Swaney, Philip J. ;
Russell, Paul T., III ;
Weaver, Kyle D. ;
Webster, Robert J., III .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (03) :996-1006
[8]   Viosual servo control - Part I: Basic approaches [J].
Chaumette, Francois ;
Hutchinson, Seth .
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2006, 13 (04) :82-90
[9]  
Cusumano-Towner Marco, 2011, IEEE International Conference on Robotics and Automation, P3893
[10]   Operation Planning and Closed-Loop Control of a Soft Robotic Table for Simultaneous Multiple-Object Manipulation [J].
Deng, Zhicong ;
Stommel, Martin ;
Xu, Weiliang .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2020, 17 (02) :981-990