Adaptive event-triggered control for a class of nonlinear systems with periodic disturbances

被引:249
|
作者
Ma, Hui [1 ,2 ]
Li, Hongyi [1 ,2 ]
Lu, Renquan [1 ,2 ]
Huang, Tingwen [3 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[2] Guangdong Univ Technol, Guangdong Prov Key Lab Intelligent Decis & Cooper, Guangzhou 510006, Peoples R China
[3] Texas A&M Univ Qatar, Sci Program, Doha 23874, Qatar
关键词
nonlinear systems; event-triggered control; periodic disturbances; Fourier series expansion; finite time; STABILIZATION; TRACKING;
D O I
10.1007/s11432-019-2680-1
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 investigates the adaptive event-triggered control problem for a class of nonlinear systems subject to periodic disturbances. To reduce the communication burden, a reliable relative threshold strategy is proposed. Fourier series expansion and radial basis function neural network are combined into a function approximator to model suitable time-varying disturbed function of known periods in strict-feedback systems. By combining the Lyapunov stability theory and the backstepping technique, the proposed adaptive control approach ensures that all the signals in the closed-loop system are bounded, and the tracking error can be regulated to a compact set around zero in finite time. Finally, simulation results are presented to verify the effectiveness of the theoretical results.
引用
收藏
页数:15
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