Cloud-Based Distributed Group Asynchronous Consensus for Switched Nonlinear Cyber-Physical Systems

被引:9
|
作者
Ren, Hongru [1 ,2 ]
Zhang, Chen [1 ,2 ]
Ma, Hui [3 ]
Li, Hongyi [4 ,5 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[2] Guangdong Univ Technol, Guangdong Hong Kong Joint Lab Intelligent Decis &, Guangzhou 510006, Guangdong, Peoples R China
[3] Guangdong Univ Technol, Sch Math & Stat, Guangzhou 510006, Peoples R China
[4] Southwest Univ, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
[5] Southwest Univ, Chongqing Key Lab Gener Technol & Syst Serv Robots, Chongqing 400715, Peoples R China
基金
中国国家自然科学基金;
关键词
Switches; Topology; Network topology; Cloud computing; Observers; Computational modeling; Delays; Asynchronous consensus; cloud computing; cyber-physical systems (CPSs); model-free adaptive control (MFAC); switching topologies;
D O I
10.1109/TII.2024.3457811
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we focus on the distributed group asynchronous consensus problem for cyber-physical systems (CPSs) with unknown dynamics and switching topologies. This article considers a class of networked distributed CPSs composed of cloud computing systems, and it is subjected to delay detection models and topology switching. First, an asynchronous switching observer is tailored for each group of agents to guarantee the precise acquisition of the leader's information. Further, we introduce a model-free adaptive control method to devise controllers for each group of agents, which can continue to learn adaptively only from the agent's input and output data without knowing the agent dynamics. Finally, the stability of both the observer and controller are proved, respectively. The observers' and controllers' effectiveness is further confirmed by the simulation results.
引用
收藏
页码:693 / 702
页数:10
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