Modeling and robust adaptive control for a coaxial twelve-rotor UAV

被引:0
|
作者
Pei X. [1 ,2 ]
Peng C. [1 ]
Bai Y. [1 ]
Wu H. [1 ,2 ]
Ma P. [1 ,2 ]
机构
[1] Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun
[2] University of Chinese Academy of Sciences, Beijing
基金
中国国家自然科学基金;
关键词
Adaptive radial basis function neural network (RBFNN); Backstepping sliding mode controller (BSMC); Coaxial twelve-rotor unmanned aerial vehicle (UAV); External disturbances;
D O I
10.3772/j.issn.1006-6748.2019.02.003
中图分类号
学科分类号
摘要
Compared with the quad-rotor unmanned aerial vehicle (UAV), the coaxial twelve-rotor UAV has stronger load carrying capacity, higher driving ability and stronger damage resistance. This paper focuses on its robust adaptive control. First, a mathematical model of a coaxial twelve-rotor is established. Aiming at the problem of model uncertainty and external disturbance of the coaxial twelve-rotor UAV, the attitude controller is innovatively adopted with the combination of a backstepping sliding mode controller (BSMC) and an adaptive radial basis function neural network (RBFNN). The BSMC combines the advantages of backstepping control and sliding mode control, which has a simple design process and strong robustness. The RBFNN as an uncertain observer, can effectively estimate the total uncertainty. Then the stability of the twelve-rotor UAV control system is proved by Lyapunov stability theorem. Finally, it is proved that the robust adaptive control strategy presented in this paper can overcome model uncertainty and external disturbance effectively through numerical simulation and prototype of twelve-rotor UAV tests. Copyright © by HIGH TECHNOLOGY LETTERS PRESS.
引用
收藏
页码:137 / 143
页数:6
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