Robust H∞ Image-Based Control of Flexible Tip-Steerable Needles with Time-Varying Delays

Xiang Li, Zhiyang Ju, Zhi Qi, Xiangyang Xu, Hui Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper investigates the image guidance control of flexible tip-steerable needles subject to random time delay of control input. The aim of the bevel-tip needle guidance in this paper is to steer the needle tip to a planar plane. Therefore, the 6-degree-of-freedom (DOF) model is reduced to a 3-DOF one. Furthermore, the reduced order model is transformed to a linear system by feedback linearization. In the setup of the needle guidance task, the states of the needle tip are estimated from the captured image. As the processing of the image and estimation of needle states are time consuming and the feedback controller using the estimated states. These delays are modeled as random delays and considered in a closed loop system. To address the random time delay, a robust mathcal{H}_{infty} is proposed for the needle tip guidance task, which is novel in the bevel-tip needle guidance problem. Moreover, simulation results are provided to verify the effectiveness of the proposed time-delayed robust controller by comparing with the commonly used mathcal{H}_{infty} controller without considering time delay.

源语言英语
主期刊名3rd International Conference on Industrial Artificial Intelligence, IAI 2021
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781665435178
DOI
出版状态已出版 - 2021
已对外发布
活动3rd International Conference on Industrial Artificial Intelligence, IAI 2021 - Shenyang, 中国
期限: 8 11月 202111 11月 2021

出版系列

姓名3rd International Conference on Industrial Artificial Intelligence, IAI 2021

会议

会议3rd International Conference on Industrial Artificial Intelligence, IAI 2021
国家/地区中国
Shenyang
时期8/11/2111/11/21

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