随机互联多智能体系统的动态事件触发自适应预定义精度一致性控制

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Dajie Yao , Yangang Yao , Jian Wu
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引用次数: 0

摘要

基于事件触发方法,研究了具有预定义精度的随机互联非线性多智能体系统的自适应输出反馈一致性控制问题。与已有的报告不同,本文首先讨论了具有预定精度计划的随机非线性互联多智能体系统的输出反馈控制问题。引入了Nussbaum函数来克服未知控制系数。利用模糊逻辑系统对未知项进行处理。此外,为了节省资源消耗,还采用了动态事件触发方法来减少控制器更改的次数。通过反推法,设计了所需的分布式控制器,使跟踪误差集中到一个预设值。最后,两个仿真结果证明了所提出方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic event-triggered adaptive predefined accuracy consensus control for stochastic interconnected multi-agent systems
This paper addresses an adaptive output feedback consensus control issue of stochastic interconnected nonlinear multiagent systems with predefined accuracy based on an event triggering method. Unlike the existing reports, the output feedback control problem is first discussed for stochastic nonlinear interconnected multiagent systems in presence of predefined accuracy plan. The Nussbaum function is introduced for plants to overcome unknown control coefficients. And some fuzzy logic systems are utilized to handle the unknown items. In addition, to save resource consumption, a dynamic event-triggered methodology is involved to cut down the number of controller changes. By means of the backstepping method, a required distributed controller is designed to maintain that the tracking errors gather to a preset value. Lastly, two simulation conclusions prove the suitable for the developed approach.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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