控制理论(社会学)
非线性系统
多智能体系统
停留时间
共识
数学
网络拓扑
有界函数
观察员(物理)
拓扑(电路)
跟踪误差
国家观察员
计算机科学
控制(管理)
数学分析
医学
临床心理学
物理
量子力学
组合数学
人工智能
操作系统
作者
Ping Gong,Qing‐Long Han,Weiyao Lan
标识
DOI:10.1109/tcyb.2020.2977169
摘要
This article investigates the problem of finite-time consensus tracking for incommensurate fractional-order nonlinear multiagent systems (MASs) with general directed switching topology. For the leader with bounded but arbitrary dynamics, a neighborhood-based saturated observer is first designed to guarantee that the observer's state converges to the leader's state in finite time. By utilizing a fuzzy-logic system to approximate the heterogeneous and unmodeled nonlinear dynamics, an observer-based adaptive parameter control protocol is designed to solve the problem of finite-time consensus tracking of incommensurate fractional-order nonlinear MASs on directed switching topology with a restricted dwell time. Then, the derived result is further extended to the case of directed switching topology without a restricted dwell time by designing an observer-based adaptive gain control protocol. By artfully choosing a piecewise Lyapunov function, it is shown that the consensus tracking error converges to a small adjustable residual set in finite time for both the cases with and without a restricted dwell time. It should be noted that the proposed adaptive gain consensus tracking protocol is completely distributed in the sense that there is no need for any global information. The effectiveness of the proposed consensus tracking scheme is illustrated by numerical simulations.
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