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基于事件触发策略的切换随机非线性多智能体系统的一致性跟踪控制

Consensus Tracking Control of Switched Stochastic Nonlinear Multiagent Systems via Event-Triggered Strategy.

作者信息

Zou Wencheng, Shi Peng, Xiang Zhengrong, Shi Yan

出版信息

IEEE Trans Neural Netw Learn Syst. 2020 Mar;31(3):1036-1045. doi: 10.1109/TNNLS.2019.2917137. Epub 2019 Jun 11.

Abstract

In this paper, the consensus tracking problem is investigated for a class of continuous switched stochastic nonlinear multiagent systems with an event-triggered control strategy. For continuous stochastic multiagent systems via event-triggered protocols, it is rather difficult to avoid the Zeno behavior by the existing methods. Thus, we propose a new protocol design framework for the underlying systems. It is proven that follower agents can almost surely track the given leader signal with bounded errors and no agent exhibits the Zeno behavior by the given control scheme. Finally, two numerical examples are given to illustrate the effectiveness and advantages of the new design techniques.

摘要

本文研究了一类具有事件触发控制策略的连续切换随机非线性多智能体系统的一致性跟踪问题。对于通过事件触发协议的连续随机多智能体系统,现有方法很难避免芝诺行为。因此,我们为基础系统提出了一种新的协议设计框架。结果表明,跟随智能体能够几乎必然地以有界误差跟踪给定的领导者信号,并且在给定控制方案下没有智能体表现出芝诺行为。最后,给出了两个数值例子来说明新设计技术的有效性和优势。

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