跟踪误差
控制理论(社会学)
维数之咒
计算机科学
非线性系统
李雅普诺夫函数
跟踪(教育)
转化(遗传学)
控制器(灌溉)
错误检测和纠正
数学
算法
控制(管理)
人工智能
心理学
教育学
生物化学
化学
物理
量子力学
生物
农学
基因
作者
Yangang Yao,Jieqing Tan,Jian Wu,Xu Zhang,Lei He
标识
DOI:10.1016/j.chaos.2022.112288
摘要
The issue of prescribed tracking error fixed-time control of stochastic nonlinear systems is investigated in this article. Different from the conventional quartic Lyapunov function (LF) on tracking error, a novel LF based on two important tuning functions is constructed. By means of the fixed-time command filtered dynamic surface control (DSC) technique with the newly error compensating signals (ECSs), the designed controller can ensure that the tracking error and state tracking errors can be predicted in advance without any state transformation. Meanwhile, the problem of “curse of dimensionality” is avoided, and the filtering errors are effectively compensated for. Furthermore, an improved event-triggering mechanism (ETM) is designed to save network resources. A simulation result verifies the scheme developed. • A novel prescribed tracking error fixed-time control algorithm of stochastic nonlinear systems is investigated. • By constructing a new Lyapunov function, the proposed scheme can ensure that the tracking error and state tracking errors can be predicted in advance without any state transformation. • The proposed method can not only ensure the fixed time stability of the system, but also avoid “curse of dimensionality”, and the filtering error can be effectively compensated for.
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