Design of a Model-Free Cross-Coupled Controller with Application to Robotic NOTES

被引:7
|
作者
Shen, Tao [1 ]
Nelson, Carl A. [1 ]
Bradley, Justin [2 ]
机构
[1] Univ Nebraska, Dept Mech & Mat Engn, Lincoln, NE 68588 USA
[2] Univ Nebraska, Dept Comp Sci & Engn, Lincoln, NE 68588 USA
基金
美国国家卫生研究院;
关键词
Model-free control; Cross-coupled control; Motion synchronization; Adaptive gain; Balance scaling; NOTES robot; SYNCHRONIZATION; TRACKING; SYSTEMS;
D O I
10.1007/s10846-018-0836-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cross-coupled synchronization is an effective method of controlling an articulated robot especially in applications with restrictive requirements and low tolerance to error. Model-free methods of cross-coupled synchronization provide similar performance in cases where models are difficult or impossible to obtain. Here a novel model-free cross-coupled adaptive synchronization method is developed and applied to a Natural Orifice Transluminal Endoscopic Surgery (NOTES) robot - where reducing contour error has the important benefit of reducing the risk of surgical error and improving patient outcomes. To accomplish this, a baseline model-free cross coupled strategy is used, and an adaptive control gain and a balance scaling factor are used to improve the performance. Experiments are then performed validating the functionality and effectiveness of the controller using a NOTES robot. The results show significant improvement in decreasing contour error when compared with similar methods.
引用
收藏
页码:473 / 489
页数:17
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