Exponential Stability of Stochastic Takagi-Sugeno Fuzzy Systems Under Intermittent Dynamic Event-Triggered Control

被引:16
|
作者
Wu, Yongbao [1 ]
Hu, Sai [1 ]
Li, Wenxue [1 ]
机构
[1] Harbin Inst Technol, Dept Math, Weihai 264209, Peoples R China
关键词
Stochastic processes; Stochastic systems; Nonlinear systems; Manipulators; Control theory; Control systems; Takagi-Sugeno model; Dynamic event-triggered control; exponential stability; intermittent control; stochastic T-S fuzzy system (T-SFS); LINGUISTIC-SYNTHESIS; STABILIZATION; SYNCHRONIZATION; NETWORKS;
D O I
10.1109/TFUZZ.2021.3063813
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article discusses the exponential stability in mean square of Takagi-Sugeno fuzzy systems (T-SFSs) under the stochastic case. Moreover, stochastic factors are taken into account to make the model more general. Different from traditional time-triggered control, we introduce event-triggered control strategy into intermittent control and then intermittent dynamic event-triggered control (IDE-TC) is developed, which can reduce updates of the controller and save resources. Besides, we eliminate Zeno phenomena, which is independent of mathematical expectation. Furthermore, the minimum interexecution time by the IDE-TC can be obtained directly for T-SFSs under the stochastic case. In addition, in order to illustrate the theoretical results, an application about double-link robot arm model is given. Meanwhile, we exhibit some numerical simulations.
引用
收藏
页码:1648 / 1659
页数:12
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