Robust Adaptive Fuzzy Tracking Control for Uncertain MIMO Nonlinear Nonminimum Phase System

被引:5
|
作者
Hu, Xiaoxiang [1 ,2 ]
Zhao, Yan [3 ]
Xu, Bin [1 ]
Hu, Changhua [4 ]
机构
[1] Northwestern Polytech Univ, Sch Automat, Xian 710072, Peoples R China
[2] Weifang Univ Sci & Technol, Facil Hort Lab Univ Shandong, Weifang 262700, Peoples R China
[3] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Adv Control Syst Lab, Beijing 100044, Peoples R China
[4] Xian Res Inst High Tech, Unit 302, Xian 710025, Peoples R China
基金
中国国家自然科学基金;
关键词
Nonlinear dynamical systems; Vehicle dynamics; Robustness; Adaptive systems; Uncertainty; Adaptation models; Fuzzy logical system (FLS); nonlinear nonminimum phase; parameter uncertainty; unmodeled dynamics; vertical takeoff and landing (VTOL); BARRIER LYAPUNOV FUNCTIONS; OUTPUT TRACKING; STABLE INVERSION; DESIGN;
D O I
10.1109/TSMC.2018.2792139
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Parameter uncertainty and unmodeled dynamics are inevitable for an actual nonlinear system, and are hard to deal with in control design, especially when the internal dynamics of this nonlinear system are unstable. The control design for a multiinput multioutput nonlinear nonminimum phase system with parameter uncertainty and unmodeled dynamics is discussed in this paper. The internal dynamics of nonminimum phase system are unstable, the control of this kind of system is challenging. Ideal internal dynamics (IID) based controller design method are utilized here, and a partially linearized model is constructed. A state tracking model is constructed on account of the partially linearized model and IID. Then the robust fuzzy controller design problem is discussed and a fuzzy logical system is utilized to identify the parameter uncertainty and unmodeled dynamics. A robust adaptive fuzzy controller is proposed for the stability of the nonlinear nonminimum phase system with parameter uncertainty and unmodeled dynamics. Finally, by simulations on vertical takeoff and landing aircraft, the availability of the presented adaptive fuzzy controller is validated.
引用
收藏
页码:2017 / 2028
页数:12
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