Fuzzy PID based path tracking control of a 5-DOF needle-holding robot

Edris Farah
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引用次数: 2

Abstract

In brachytherapy treatment of cancer, multiple radioactive seeds are implanted inside the cancer tumor by a surgical needle, and the locations of the seeds are dependent on the accurate placement of the needle at desired position inside the patient body. Therefore, needle placement is very important for the effectiveness of brachytherapy treatment. In this work, we propose design of Fuzzy-PID control system for a 5-DOF surgical robot to make the needle follow the desired trajectory to the cancer tumor. Numerical simulation using MALAB is developed to show the effectiveness of the proposed control system. Comparative evaluation with respect to PID controller are presented to validate the controller design. The results presented emphasize that a satisfactory tracking precision could be achieved using the proposed control system.
基于模糊PID的五自由度抱针机器人路径跟踪控制
在癌症的近距离放射治疗中,通过手术针头将多个放射性粒子植入癌症肿瘤内,而粒子的位置取决于针头在患者体内所需位置的准确放置。因此,置针对近距离放射治疗的效果至关重要。在这项工作中,我们提出了一种五自由度手术机器人的模糊pid控制系统的设计,使针头沿着期望的轨迹到达肿瘤。利用MALAB软件进行了数值仿真,验证了所提控制系统的有效性。通过对PID控制器的对比评价,验证了控制器设计的正确性。实验结果表明,采用该控制系统可以获得满意的跟踪精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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