Fuzzy Approximation-based Task-Space Control of Robot Manipulators With Remote Center of Motion Constraint
Hang Su1; Wen Qi1; Jiahao Chen2; Dandan Zhang3
发表期刊IEEE Transactions on Fuzzy Systems
ISSN1063-6706
2022
卷号30期号:6页码:1564-1573
文章类型期刊论文
摘要

The presence of unknown physical interaction between the patients' body and surgical tool in laparoscopic surgery requires a secure end-effector positioning while assuring a reliable constraint motion. In this work, a task-space control approach based on fuzzy approximation is proposed for a teleoperated surgery scenario utilizing a serial redundant robot manipulator (7 degrees of freedom), the motions of which are constrained with respect to a point known as remote center of motion (RCM). The dynamical uncertainties due to the physical interaction are considered and estimated to maintain operational accuracy by introducing the decoupled adaptive fuzzy approximation technique. Experiments verify the presented approach's effectiveness. Results indicate that with the proposed control method, the accuracy of the surgical operation is improved while the safety can be ensured for teleoperated surgery with RCM constraint.

七大方向——子方向分类智能机器人
国重实验室规划方向分类实体人工智能系统决策-控制
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/50907
专题多模态人工智能系统全国重点实验室
通讯作者Wen Qi
作者单位1.Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
2.Institute of Automation, Chinese Academy of Sciences
3.Imperial Coll London, Dept Elect & Elect Engn, London SW7 2BX, England
推荐引用方式
GB/T 7714
Hang Su,Wen Qi,Jiahao Chen,et al. Fuzzy Approximation-based Task-Space Control of Robot Manipulators With Remote Center of Motion Constraint[J]. IEEE Transactions on Fuzzy Systems,2022,30(6):1564-1573.
APA Hang Su,Wen Qi,Jiahao Chen,&Dandan Zhang.(2022).Fuzzy Approximation-based Task-Space Control of Robot Manipulators With Remote Center of Motion Constraint.IEEE Transactions on Fuzzy Systems,30(6),1564-1573.
MLA Hang Su,et al."Fuzzy Approximation-based Task-Space Control of Robot Manipulators With Remote Center of Motion Constraint".IEEE Transactions on Fuzzy Systems 30.6(2022):1564-1573.
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