Design of Adaptive Fuzzy Controllers for a Class of Fractional Order Nonlinear MIMO Systems With Input Saturation

被引:4
|
作者
Wang, Changhui [1 ,2 ]
Gao, Jinwu [1 ,3 ]
Liang, Mei [2 ]
Chai, Yongsheng [2 ]
机构
[1] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130022, Peoples R China
[2] Yantai Univ, Sch Electromech & Automot Engn, Yantai 264005, Peoples R China
[3] Jilin Univ, Dept Control Sci & Engn, Changchun 130022, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
关键词
MIMO communication; Adaptive systems; Backstepping; Nonlinear systems; Uncertainty; Adaptation models; Fuzzy logic; Fractional order systems; nonlinear MIMO system; fuzzy logic system; adaptive backstepping control; input saturation; OUTPUT-FEEDBACK CONTROL; DYNAMIC SURFACE CONTROL; NN TRACKING CONTROL; STABILIZATION; UNCERTAINTY; STABILITY; DELAY;
D O I
10.1109/ACCESS.2020.2998681
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops a fractional order adaptive fuzzy backstepping control scheme for an incommensurate fractional order uncertain nonlinear multiple-input multiple-output (MIMO) systems with external disturbance and input saturation. Combined with the adaptive and backstepping technique, the fuzzy logic system is used to approximate the unknown nonlinear uncertainties in each step of the backstepping, and the incommensurate fractional order parameters update laws for fuzzy logic system, unknown parameters as well as the external disturbances are proposed in the controller to compensate the unknown nonlinearities, unknown parameters and disturbances. With the aids of the frequency distributed model of fractional integrator for the fractional order systems in the procedure of controller design, the stability of the closed loop system is established. At last, two simulation examples are demonstrated to verify the robustness and effectiveness of the proposed controller.
引用
收藏
页码:104590 / 104602
页数:13
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