基于广义比例积分观测器的四旋翼无人机鲁棒跟踪设计方法

IF 2.3 4区 计算机科学 Q2 Computer Science International Journal of Advanced Robotic Systems Pub Date : 2022-07-01 DOI:10.1177/17298806221117052
Shenghui Li, Zhenxing Sun
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引用次数: 0

摘要

本文主要研究具有未知时变扰动的四旋翼无人机的轨迹跟踪控制,包括参数不确定性、模型误差和风效应等外部扰动。传统的反步控制方案在面对时变扰动时往往不能保证其性能。改进的方案,如积分反步,只能以相对较慢的方式补偿干扰。将扰动观测器技术引入控制器设计中,提出了一种基于广义比例积分观测器的复合型鲁棒控制器设计方法。首先,利用广义比例积分观测器对无人机的集中时变扰动进行了估计。其次,将扰动估计值和前馈控制器结合起来,利用反步控制技术,开发了一种复合控制器,可以称为反步控制+广义比例积分观测器。该控制方法具有较好的抗干扰能力,易于实现。仿真和实验结果表明,该方案具有良好的鲁棒性和跟踪性能。
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A generalized proportional integral observer–based robust tracking design approach for quadrotor unmanned aerial vehicle
This article mainly studies the trajectory tracking control for quadrotor unmanned aerial vehicle with unknown time-varying disturbances including parametric uncertainties, model errors, and external disturbances such as wind effects. Conventional backstepping control schemes usually cannot guarantee the performance when it faces the time-varying disturbances. Improved schemes, such as integral backstepping, can only compensate the disturbances in a relatively slow way. By introducing disturbance observer technology into the design of controller, a composite generalized proportional integral observer–based robust control design method is developed. First, by utilizing the generalized proportional integral observer, the lumped time-varying disturbances of unmanned aerial vehicle are estimated. Secondly, combining the value of disturbance estimation and feedforward controller by using backstepping control technology together, a composite controller has been developed, which can be called as backstepping control + generalized proportional integral observer. The proposed control method has a better capability of disturbance rejection and is easy to implement. Simulation and experimental results illustrate the good robustness and tracking performance of the proposed scheme.
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来源期刊
CiteScore
6.50
自引率
0.00%
发文量
65
审稿时长
6 months
期刊介绍: International Journal of Advanced Robotic Systems (IJARS) is a JCR ranked, peer-reviewed open access journal covering the full spectrum of robotics research. The journal is addressed to both practicing professionals and researchers in the field of robotics and its specialty areas. IJARS features fourteen topic areas each headed by a Topic Editor-in-Chief, integrating all aspects of research in robotics under the journal''s domain.
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