Adaptive Dynamic Control for Magnetically Actuated Medical Robots

被引:45
作者
Barducci, Lavinia [1 ]
Pittiglio, Giovanni [1 ]
Norton, Joseph C. [1 ]
Obstein, Keith L. [2 ,3 ]
Valdastri, Pietro [1 ]
机构
[1] Univ Leeds, Sch Elect & Elect Engn, Inst Robot Autonomous Syst & Sensing, STORM Lab UK, Leeds LS2 9JT, W Yorkshire, England
[2] Vanderbilt Univ, Med Ctr, Div Gastroenterol Hepatol & Nutr, 221 Kirkland Hall, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Dept Mech Engn, STORM Lab, Nashville, TN 37235 USA
来源
IEEE ROBOTICS AND AUTOMATION LETTERS | 2019年 / 4卷 / 04期
基金
英国工程与自然科学研究理事会; 美国国家卫生研究院;
关键词
Magnetic robots control; dynamic control; capsule colonoscopy; PERMANENT-MAGNET; CAPSULE; CATHETER;
D O I
10.1109/LRA.2019.2928761
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In the present letter, we discuss a novel dynamic control approach for magnetically actuated robots, by proposing an adaptive control technique, robust toward parametric uncertainties and unknown bounded disturbances. The former generally arise due to partial knowledge of the robots' dynamic parameters, such as inertial factors, the latter are the outcome of unpredictable interaction with unstructured environments. In order to show the application of the proposed approach, we consider controlling the magnetic flexible endoscope (MFE), which is composed of a soft-tethered internal permanent magnet (IPM), actuated with a single external permanent magnet. We provide with experimental analysis to show the possibility of levitating the MFE-one of the most difficult tasks with this platform-in case of partial knowledge of the IPM's dynamics and no knowledge of the tether's behavior. Experiments in an acrylic tube show a reduction of contact of the 32% compared to non-levitating techniques and 1.75 times faster task completion with respect to previously proposed levitating techniques. More realistic experiments, performed in a colon phantom, show that levitating the capsule achieves faster and smoother exploration and that the minimum time for completing the task is attained by the proposed approach.
引用
收藏
页码:3633 / 3640
页数:8
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