具有控制器增益摄动和切换有向网络的质量鲁棒非脆弱一致控制。

IF 10.5 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Jian Liao,Bin Xin,Qing Wang,Delin Luo,Jun Cheng
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引用次数: 0

摘要

本文研究了存在控制器增益扰动、外部干扰和交换定向网络的非线性多智能体系统(MASs)的鲁棒非脆弱无领导共识控制问题。首先设计了一种新的分布式非脆弱共识控制器。随后,基于MAS有向网络的拉普拉斯矩阵可以分解为两个特定矩阵的乘积的性质,通过与上述性质相关的两次变量替换,实现了从一致性控制问题到渐近稳定性控制问题的转换。此外,利用Lyapunov稳定性理论和代数图理论,提出并证明了质量渐近稳定的一个充分条件。最后,通过仿真算例验证了所设计方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Nonfragile Consensus Control of MASs With Controller Gain Perturbations and Switching Directed Networks.
This article investigates the robust nonfragile leaderless consensus control issues of nonlinear multiagent systems (MASs) in the presence of controller gain perturbations, external interferences, and switching directed networks. A novel distributed nonfragile consensus controller is first devised. Subsequently, on the basis of the property that an MAS directed network's Laplacian matrix can be broken down into the product of two particular matrices, the conversion from the consensus control issue to the asymptotic stability control issue is achieved via two variable substitutions related to the above property. Additionally, a sufficient condition, which can guarantee the MASs' asymptotic stability, is proposed and proved by Lyapunov stability theory and algebraic graph theory. Finally, the validity of the devised method is demonstrated by a simulation example.
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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