Low-Frequency Perturbation Estimation based on Low Gain Sliding Perturbation Observer while Contact with Environment

Abbasi Saad Jamshed, H. Khan, Min Choel Lee
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Abstract

Sensor less force estimation is a challenging issue among researchers working in the domain of robot manipulators. Different researchers have proposed a unique algorithm to estimate/ observe reaction/ contact force during robot operation includes grinding, cutting, painting, and assembly. This contact force generates perturbation at each joint of the robot manipulator. Sliding mode control with sliding perturbation observer (SMCSPO) is a robust control scheme which is an integration of sliding mode control (SMC) and sliding perturbation observer (SPO). SMCSPO not only estimate perturbation but also uses this estimated information to cancel the effect of actual perturbation. Perturbation is a sum of contact force/reaction force from the environment, modeling, and parametric uncertainties. In SMCPO bode plot between the estimated and actual perturbation is low pass filter with the breaking frequency of lambda. Estimation accuracy and system performance improved with the larger value of lambda. Contact / Reaction force is usually constant and has low frequency but SMCSPO estimates all categories of perturbation. To extract perturbation at the robot joint due to reaction force low gain sliding perturbation observer (LGSPO) has proposed in this research. In this suggested scheme the small value of lambda (breaking frequency) has been selected to estimate low-frequency perturbation (due to contact force). This LGSPO works in parallel with SMCSPO. Design logic has been implemented on MATLAB/ Simulink, and experiments have been conducted on seven degrees of freedom (DOF) assembly robot manipulator.
与环境接触时基于低增益滑动摄动观测器的低频摄动估计
无传感器力估计是机器人机械臂领域研究的一个具有挑战性的问题。不同的研究人员提出了一种独特的算法来估计/观察机器人操作过程中的反作用力/接触力,包括研磨、切割、喷涂和组装。这种接触力在机器人的每个关节处产生摄动。滑模控制与滑动摄动观测器(SMCSPO)是滑模控制与滑动摄动观测器(SPO)相结合的鲁棒控制方案。SMCSPO不仅估计微扰,而且利用这些估计信息来抵消实际微扰的影响。扰动是来自环境、建模和参数不确定性的接触力/反作用力的总和。在SMCPO波德图中,估计扰动与实际扰动之间是低通滤波器,破断频率为λ。lambda值越大,估计精度越高,系统性能越好。接触/反作用力通常是恒定的,频率很低,但SMCSPO估计所有类别的扰动。为了提取机器人关节处由反作用力引起的摄动,本研究提出了低增益滑动摄动观测器(LGSPO)。在这个建议的方案中,选择了小的lambda(断裂频率)值来估计低频扰动(由于接触力)。这个LGSPO与SMCSPO并行工作。在MATLAB/ Simulink上实现了设计逻辑,并在七自由度装配机器人机械手上进行了实验。
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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