Adaptive Autonomous Synchronization of a Class of Heterogeneous Multiagent Systems

• 成果类型: Article
• 署名作者: Chen, Zhiyong; Yan, Yamin
• 署名单位: University of Newcastle; Nanyang Technological University
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2024.3481235
• 发表日期: 2025
• 页码: 2066-2073
• 关键词: Synchronization; Network topology; Power system dynamics; Eigenvalues and eigenfunctions; Adaptive systems; vectors; TOPOLOGY; Multi-agent systems; oscillators; Linear matrix inequalities; Adaptive control; autonomous synchronization; Distributed control; heterogenous multiagent systems (MASs)

摘要

Autonomous synchronization presents a novel paradigm that circumvents the need for prior knowledge of target agent dynamics in the conventional synchronization of heterogeneous multiagent systems (MASs). It employs a dynamics update law and a state synchronizing control law, collectively termed a two-level controller, to facilitate synchronization in heterogeneous MASs autonomously. Nevertheless, the existing theory is constrained by the requirement of network topology information for calculating sufficiently large gains to design both the dynamics update law and the state synchronizing control law. To overcome this limitation, this article proposes a novel design for the two-level controller, enabling synchronization without reliance on network topology. The design parameters undergo adaptive updates until achieving autonomous synchronization, herein termed adaptive autonomous synchronization.