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二阶非线性多智能体系统的协同自适应输出调节与联合连接的切换网络。

Cooperative Adaptive Output Regulation for Second-Order Nonlinear Multiagent Systems With Jointly Connected Switching Networks.

出版信息

IEEE Trans Neural Netw Learn Syst. 2018 Mar;29(3):695-705. doi: 10.1109/TNNLS.2016.2636930. Epub 2017 Jan 11.

Abstract

This paper studies the cooperative global robust output regulation problem for a class of heterogeneous second-order nonlinear uncertain multiagent systems with jointly connected switching networks. The main contributions consist of the following three aspects. First, we generalize the result of the adaptive distributed observer from undirected jointly connected switching networks to directed jointly connected switching networks. Second, by performing a new coordinate and input transformation, we convert our problem into the cooperative global robust stabilization problem of a more complex augmented system via the distributed internal model principle. Third, we solve the stabilization problem by a distributed state feedback control law. Our result is illustrated by the leader-following consensus problem for a group of Van der Pol oscillators.

摘要

本文研究了一类具有联合连接切换网络的异构二阶非线性不确定多智能体系统的协同全局鲁棒输出调节问题。主要贡献包括以下三个方面。首先,我们将自适应分布式观测器的结果从无向联合连接切换网络推广到有向联合连接切换网络。其次,通过进行新的坐标和输入变换,我们通过分布式内部模型原理将我们的问题转化为更复杂的增广系统的协同全局鲁棒稳定化问题。第三,我们通过分布式状态反馈控制律来解决稳定化问题。我们的结果通过一组范德波尔振荡器的领导者跟随一致性问题来说明。

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