一种新的四旋翼无人机自适应鲁棒控制算法

Junhao Li, Shuhan Mou, Dehua Zhang
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引用次数: 1

摘要

研究了四旋翼无人机的鲁棒容错控制,提出了一种不含故障诊断模块的混合容错控制算法。首先,基于牛顿-欧拉定律建立了四旋翼无人机的乘性故障动力学模型;其次,基于滑模控制构造自适应RBF神经网络,在线逼近系统故障模型的未知函数;在控制器中设计了自适应机制,在线估计神经网络权值和故障信息。然后,利用李亚普诺夫定理验证了容错系统的稳定性。最后通过仿真实验验证了所提出的容错控制算法比普通滑模容错控制算法具有更好的容错控制效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Adaptive Robust Control Algorithm for Quadrotor UAV
This paper studies the robust fault tolerant control for quadrotor UAV and proposes a novel hybrid fault tolerant control algorithm without fault diagnosis module. Firstly, the multiplicative fault dynamic model of quadrotor UAV is established base on Newton-Euler laws. Secondly, the adaptive RBF neutral network is constructed based on the sliding mode control to approximate the unknown function of the system fault model online. The adaptive mechanism is designed in the controller to estimate the weight of the neural network and the fault information online. Then, the stability of fault tolerant system is verified based on Lyapunov theorem. Finally, simulation experiment is conducted to validate that the proposed fault tolerant control algorithm has excellent fault tolerant control effect than ordinary sliding mode fault tolerant control algorithm.
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