江苏理工学院学报2024,Vol.30Issue(4) :8-15.

一类分数阶多智能体系统的协调跟踪控制

Coordinated tracking control for a class of fractional-order multi-agent system

华尚 赵环宇 赵延波 郭浩宇 刘伟
江苏理工学院学报2024,Vol.30Issue(4) :8-15.

一类分数阶多智能体系统的协调跟踪控制

Coordinated tracking control for a class of fractional-order multi-agent system

华尚 1赵环宇 1赵延波 1郭浩宇 1刘伟1
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作者信息

  • 1. 淮阴工学院 自动化学院,江苏 淮安 223003
  • 折叠

摘要

针对分数阶多智能体系统的协调跟踪控制问题,首先,引入Caputo分数阶概念及证明方法,采用领导跟随多智能体系统的一致性控制算法,并通过线性矩阵不等式(Linear Matrix Inequality,LMI)来求解控制算法中的待设计参数,以保证所有智能体状态最终能够收敛到预期目标值;然后,借助Lyapunov稳定性理论、代数图论等方法得到分数阶多智能体系统实现领导跟随一致性的充分条件;最后,通过数值仿真验证理论结果的有效性.

Abstract

Aiming at the coordination tracking control problem of fractal-order multi-agent system,firstly,the Caputo fractional-order concept and the proof method are introduced,the consensus control algorithm of leader-following multi-agent system is adopted,and the parameters to be designed in the control algorithm are solved by linear matrix inequality(LMI)to ensure that all agent states can eventually converge to the expected target value.Then,by using Lyapunov stability theory,algebraic graph theory and other methods,we get the sufficient conditions for the fractional-order multi-agent system to achieve the lead-following consensus.Finally,the validity of the theoretical results is verified by numerical simulation.

关键词

分数阶/多智能体系统/协调跟踪控制/一致性分析

Key words

fractional-order/multi-agent system/coordinated tracking control/consistency analysis

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基金项目

国家自然科学基金(62173159)

江苏省研究生科研与实践创新计划项目(SJCX24_2142)

出版年

2024
江苏理工学院学报
江苏技术师范学院

江苏理工学院学报

CHSSCD
影响因子:0.369
ISSN:2095-7394
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