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一种具有动态外部领导者和输入饱和的非线性多智能体系统无抖动共识跟踪方法。

A Chattering-Free Approach to Consensus Tracking of Nonlinear Multiagent Systems With a Dynamic Exogenous Leader and Input Saturation.

作者信息

Zhang Xuxi, Song Jinbao

出版信息

IEEE Trans Cybern. 2025 Oct;55(10):4798-4807. doi: 10.1109/TCYB.2025.3593628.

Abstract

This article solves the problem of semi-global zero-error consensus tracking (ZECT) of a class of nonlinear multiagent systems (MASs) with a dynamic leader and input saturation under digraph. Different from some existing results that account for a dynamic leader, the upper bound of the dynamic leader's input is allowed to be unknown. To address the challenges of such an unknown upper bound, a hierarchical clustered network design is presented for the MASs consisting of a single dynamic exogenous leader and multiple clusters of agents. Then, with the help of the preset saturation threshold and low-gain feedback technique, some distributed chattering-free adaptive controllers, which do not rely on the global parameters of the network topologies and the upper bound of the dynamic exogenous leader's input, are proposed for the leaders and followers in each cluster, respectively. Moreover, it is proved that the MASs driven by the proposed controllers can achieve semi-global ZECT. Finally, some simulation results confirm the validity of the proposed control approach.

摘要

本文解决了一类具有动态领导者和输入饱和的非线性多智能体系统(MASs)在有向图下的半全局零误差共识跟踪(ZECT)问题。与一些考虑动态领导者的现有结果不同,动态领导者输入的上限允许未知。为应对这种未知上限带来的挑战,针对由单个动态外部领导者和多组智能体组成的MASs提出了一种分层聚类网络设计。然后,借助预设的饱和阈值和低增益反馈技术,分别为每个聚类中的领导者和跟随者提出了一些不依赖于网络拓扑全局参数和动态外部领导者输入上限的分布式无抖振自适应控制器。此外,证明了由所提出的控制器驱动的MASs能够实现半全局ZECT。最后,一些仿真结果证实了所提出控制方法的有效性。

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