Internal Model-Based Anti-Disturbances Low-Level Control for Drones Considering Actuator Dynamics

IF 4.2 2区 计算机科学 Q2 ROBOTICS
Jian Di, Yu Kang, Kun Li, Yijia Zhou, Pengfei Li
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引用次数: 0

Abstract

Low-level control plays a critical role in the overall flight performance of drones. Despite some progress, existing methods do not adequately consider the complex electromechanical characteristics of actuators and aerodynamic disturbances of propellers, which deteriorates low-level control performance. To tackle these issues, we propose a new nonlinear low-level controller for higher precision control. First, a high-precision low-level model that integrates the actuator dynamics and angular velocity dynamics is presented. Based on this model, a dynamic compensator is designed using the internal model method to handle aerodynamic disturbances. Next, a high-gain observer is designed to estimate the actuator states without adding new sensors, and an observer-based low-level controller is proposed through a recursive design process. Finally, the local asymptotic stability of the closed-loop system is analyzed. The effectiveness and superiority of the proposed method are validated through simulations and physical experiments.

考虑致动器动力学的无人机内模抗干扰低阶控制
低空控制对无人机的整体飞行性能起着至关重要的作用。尽管取得了一些进展,但现有的方法没有充分考虑作动器复杂的机电特性和螺旋桨的气动干扰,从而降低了低层控制性能。为了解决这些问题,我们提出了一种新的非线性低电平控制器来实现更高的精度控制。首先,提出了一种集成作动器动力学和角速度动力学的高精度底层模型。在此基础上,采用内模法设计了动态补偿器来处理气动扰动。其次,设计了一个高增益观测器来估计执行器的状态,而不增加新的传感器,并通过递归设计过程提出了一个基于观测器的低级控制器。最后,分析了闭环系统的局部渐近稳定性。仿真和物理实验验证了该方法的有效性和优越性。
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来源期刊
Journal of Field Robotics
Journal of Field Robotics 工程技术-机器人学
CiteScore
15.00
自引率
3.60%
发文量
80
审稿时长
6 months
期刊介绍: The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments. The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.
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