Anti-Disturbance Control for Quadrotor UAV Manipulator Attitude System Based on Fuzzy Adaptive Saturation Super-Twisting Sliding Mode Observer

被引:19
|
作者
Jiao, Ran [1 ]
Chou, Wusheng [1 ,2 ]
Rong, Yongfeng [1 ]
Dong, Mingjie [3 ]
机构
[1] Beihang Univ, Sch Mech Engn & Automat, Beijing 100191, Peoples R China
[2] Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
[3] Beijing Univ Technol, Sch Mech Engn & Appl Elect Technol, Beijing 100124, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 11期
基金
国家重点研发计划;
关键词
super-twisting; sliding mode extended state observer; saturation function; fuzzy logic; attenuate disturbance;
D O I
10.3390/app10113719
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Aerial operation with unmanned aerial vehicle (UAV) manipulator is a promising field for future applications. However, the quadrotor UAV manipulator usually suffers from several disturbances, such as external wind and model uncertainties, when conducting aerial tasks, which will seriously influence the stability of the whole system. In this paper, we address the problem of high-precision attitude control for quadrotor manipulator which is equipped with a 2-degree-of-freedom (DOF) robotic arm under disturbances. We propose a new sliding-mode extended state observer (SMESO) to estimate the lumped disturbance and build a backstepping attitude controller to attenuate its influence. First, we use the saturation function to replace discontinuous sign function of traditional SMESO to alleviate the estimation chattering problem. Second, by innovatively introducing super-twisting algorithm and fuzzy logic rules used for adaptively updating the observer switching gains, the fuzzy adaptive saturation super-twisting extended state observer (FASTESO) is constructed. Finally, in order to further reduce the impact of sensor noise, we invite a tracking differentiator (TD) incorporated into FASTESO. The proposed control approach is validated with effectiveness in several simulations and experiments in which we try to fly UAV under varied external disturbances.
引用
收藏
页数:20
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