Kinematics and Fuzzy Control of Continuum Robot Based on Semi-closed Loop System

Chunxu Song, Guohua Gao, Pengyu Wang, Hao Wang
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Abstract

Accuracy improvement toward continuum robot brings huge challenge on motion controlling and path planning, especially without external sensory system, e.g. stereovision and magnetic positioning. Thus, this paper proposes an efficient method to analyze, establish and integrate the kinematic model into a fuzzy controller for acquiring precise motion performance of the continuum robot. Firstly, through the analysis of the forward and inverse kinematics of its tip, posture and driving parameters, the mutual mapping relationship between its position, posture and driving spaces is obtained. Then, according to its kinematics model, the motion control system is designed and the semi-closed loop feedback based on fuzzy control is introduced to compensate the error accumulation of the drive system. Circular trajectory motion control experiments are carried out under openloop control and semi-closed loop compensation, respectively, to explore the influence of drive error accumulation on the posture parameters and tip motion accuracy of the continuum robot, and to analyze the compensation effect of semi-closed loop feedback based on fuzzy control. The experimental results prove the effectiveness of the semi-closed loop system, and the actual trajectory error does not exceed 6.01%.
基于半闭环系统的连续体机器人运动学与模糊控制
连续体机器人精度的提高给运动控制和路径规划带来了巨大的挑战,特别是在没有外部感官系统的情况下,如立体视觉和磁定位。因此,本文提出了一种分析、建立运动学模型并将其集成到模糊控制器中的有效方法,以获得连续体机器人的精确运动性能。首先,通过对其尖端、姿态和驱动参数的正逆运动学分析,得到其位置、姿态和驱动空间的相互映射关系;然后,根据其运动学模型设计了运动控制系统,并引入基于模糊控制的半闭环反馈来补偿驱动系统的误差累积。分别进行开环控制和半闭环补偿下的圆轨迹运动控制实验,探讨驱动误差累积对连续体机器人姿态参数和尖端运动精度的影响,分析基于模糊控制的半闭环反馈补偿效果。实验结果证明了半闭环系统的有效性,实际轨迹误差不超过6.01%。
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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