TY - GEN
T1 - Robust H∞ Image-Based Control of Flexible Tip-Steerable Needles with Time-Varying Delays
AU - Li, Xiang
AU - Ju, Zhiyang
AU - Qi, Zhi
AU - Xu, Xiangyang
AU - Zhang, Hui
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - Delay-Robust H∞ control
KW - Time-varying delays.
KW - Tip-steerable needles
UR - http://www.scopus.com/inward/record.url?scp=85123803602&partnerID=8YFLogxK
U2 - 10.1109/IAI53119.2021.9619366
DO - 10.1109/IAI53119.2021.9619366
M3 - Conference contribution
AN - SCOPUS:85123803602
T3 - 3rd International Conference on Industrial Artificial Intelligence, IAI 2021
BT - 3rd International Conference on Industrial Artificial Intelligence, IAI 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference on Industrial Artificial Intelligence, IAI 2021
Y2 - 8 November 2021 through 11 November 2021
ER -