导管驱动系统的滑模控制及模糊逻辑性能改进

Gokmen Atakan Turkmen, L. Çetin, B. Gurses, M. Şener, Ozge Akbulbul, A. Baltacı
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引用次数: 1

摘要

导管用于支气管镜检查、结肠镜检查、血管造影等医学应用。由于导管在这些过程中与组织直接接触,因此必须控制其运动。在这项研究中,提出了三种不同的滑模控制器,可用于控制导管的运动。它们是经典滑模控制器、准滑模控制器和渐近滑模控制器结构。通过评估闭环系统响应,对控制器的性能进行了比较。结果表明,该准滑模控制器的性能优于其他控制器。为了提高准滑模控制器的性能,提出了一种基于模糊逻辑的最高控制器。所提出的控制器结构根据预测的扰动大小和位置误差更新控制器参数。结果表明,通过改变所提出的控制结构,准滑模控制器的实时性得到了提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sliding Mode Control of Catheter Drive System and Performance Improvement via Fuzzy Logic
Catheters are used in medical applications such as bronchoscopy, colonoscopy, angiography. Due to the catheters are in direct contact with the tissue in these procedures, their movements must be controlled. In this study, three different sliding-mode controllers that can be used to control the movement of the catheter have been proposed. These are the classical sliding mode controller, quasi sliding mode controller, and asymptotic sliding mode controller structures. Performance comparison of the controllers was made by assessing the closed-loop system response. The results indicated that the performance of the quasi sliding mode controller was better than the other controllers. It has been proposed to use a fuzzy logic-based highest controller to improve the performance of the quasi sliding mode controller. The proposed controller structure updates the controller parameters depending on the predicted disturbance magnitude and position error. The results show that the real-time performance of the quasi sliding mode controller is improved by the change of the proposed control structure.
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