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四旋翼操纵系统的无传感器接触力估计与鲁棒阻抗控制

Sensorless contact force estimation and robust impedance control for a quadrotor manipulation system.

作者信息

Khalifa Alaa, Fanni Mohamed, Khalifa Ahmed

机构信息

Department of Industrial Electronics and Control Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt.

Department of Mechatronics and Robotics Engineering, Egypt-Japan University of Science and Technology, Alexandria, Egypt.

出版信息

Sci Rep. 2024 Nov 20;14(1):28772. doi: 10.1038/s41598-024-79606-6.

Abstract

The research on aerial manipulation systems has been increased rapidly in recent years. These systems are very attractive for a wide range of applications due to their unique features. However, dynamics, control and manipulation tasks of such systems are quite challenging because they are naturally unstable, have very fast dynamics, have strong nonlinearities, are very susceptible to parameters variations due to carrying a payload besides the external disturbances, and have complex inverse kinematics. In addition, the manipulation tasks require estimating (applying) a certain force of (at) the end-effector as well as the accurate positioning of it. Thus, in this article, a robust force estimation and impedance control scheme is proposed to address these issues. The robustness is achieved based on the Disturbance Observer (DOb) technique. Then, a tracking and performance low computational linear controller is used. For teleoperation purpose, the contact force needs to be identified. However, the current developed techniques for force estimation have limitations because they are based on ignoring some dynamics and/or requiring of an indicator of the environment contact. Unlike these techniques, we propose a technique based on linearization capabilities of DOb and a Fast Tracking Recursive Least Squares (FTRLS) algorithm. The complex inverse kinematics problem of such a system is solved by a Jacobin based algorithm. The stability analysis of the proposed scheme is presented. The algorithm is tested to achieve tracking of task space reference trajectories besides the impedance control. The efficiency of the proposed technique is enlightened via numerical simulation.

摘要

近年来,对空中操纵系统的研究迅速增加。由于其独特的特性,这些系统在广泛的应用中非常具有吸引力。然而,此类系统的动力学、控制和操纵任务颇具挑战性,因为它们本质上不稳定,具有非常快的动力学特性,存在很强的非线性,除了外部干扰外,由于携带有效载荷还极易受到参数变化的影响,并且具有复杂的逆运动学。此外,操纵任务需要估计(施加)末端执行器上的特定力以及对其进行精确的定位。因此,在本文中,提出了一种鲁棒的力估计和阻抗控制方案来解决这些问题。基于干扰观测器(DOb)技术实现了鲁棒性。然后,使用了一种跟踪和性能低计算量的线性控制器。对于遥操作目的,需要识别接触力。然而,当前已开发的力估计技术存在局限性,因为它们基于忽略某些动力学和/或需要环境接触指标。与这些技术不同,我们提出了一种基于DOb的线性化能力和快速跟踪递归最小二乘(FTRLS)算法的技术。此类系统复杂的逆运动学问题通过基于雅可比矩阵的算法得以解决。给出了所提方案的稳定性分析。除了阻抗控制外,还对该算法进行了测试以实现对任务空间参考轨迹的跟踪。通过数值模拟说明了所提技术的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5889/11579479/952b7904e6d3/41598_2024_79606_Fig1_HTML.jpg

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