Adaptive Force Tracking Control of Manipulator in Uncalibrated Varied Environment Based on Variable Impedance Control

Yufei Zhou, Zhongcan Li, Shunfeng He, Jingkai Cui, Mingchao Zhu
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Abstract

Manipulators usually need to contact with environment when executing polishing, grinding, welding and other tasks. Maintaining the stable contact force is crucial to the successful execution of the mission. However, the traditional constant impedance control algorithm connot track desired force if the environment information is unknown. This paper presents a new variable impedance control algorithem is proposed based on force feedback. An adaptive control law is used to adjust the damping parameters of variable impedance control algorithm. Environmental location estimation error can be compensated by adaptive impedance control law. The algorithm is very simple which only need the force sensor to detect the end-effertor contact force. Routh criterion is used to analysed stability of the admittance controller. To verifying the effectiveness, a series of simulations were carried out. Small force tracking errors can be achieved with the proposed algorithm.
基于变阻抗控制的无标定变环境下机械臂自适应力跟踪控制
机械手在执行抛光、磨削、焊接等任务时,通常需要与环境接触。保持稳定的接触部队是成功执行任务的关键。然而,传统的恒阻抗控制算法在环境信息未知的情况下无法跟踪期望的力。提出了一种基于力反馈的变阻抗控制算法。采用自适应控制律对变阻抗控制算法的阻尼参数进行调节。环境位置估计误差可以通过自适应阻抗控制律进行补偿。该算法非常简单,只需要力传感器即可检测末端执行器的接触力。采用生长判据分析导纳控制器的稳定性。为了验证该方法的有效性,进行了一系列的仿真。该算法可以实现较小的力跟踪误差。
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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