Integral Backstepping Sliding Mode Control for Unmanned Autonomous Helicopters Based on Neural Networks

被引:8
|
作者
Wan, Min [1 ]
Chen, Mou [1 ]
Lungu, Mihai [2 ,3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Peoples R China
[2] Univ Craiova, Fac Elect Engn, Craiova 200692, Romania
[3] Univ Politehn Bucuresti, Aerosp Engn Doctoral Sch, Bucharest 060042, Romania
关键词
unmanned autonomous helicopter; integral backstepping; neural networks; sliding mode control; UNCERTAIN NONLINEAR-SYSTEMS; DYNAMIC SURFACE CONTROL; FEEDBACK LINEARIZATION; OBSERVER;
D O I
10.3390/drones7030154
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this paper, we propose an adaptive control approach to deal with the problems of input saturation, external disturbances, and uncertainty in the unmanned autonomous helicopter system. The dynamics of the system take into account the presence of input saturation, uncertainty, and external disturbances. Auxiliary systems are built to handle the input saturation. The neural networks are applied to approximate the uncertain terms. The control scheme combining integral backstepping and sliding mode control is developed in position and attitude subsystems, respectively. In the closed-loop system, the boundedness of the signals is proved by means of the Lyapunov theory. The simulation demonstrates that the approach has good robustness and tracking performance.
引用
收藏
页数:20
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