Mean square leader-following consensus of heterogeneous multi-agent systems with Markovian switching topologies and communication delays

被引:12
作者
Guo, Haihua [1 ]
Meng, Min [2 ,3 ]
Feng, Gang [1 ]
机构
[1] City Univ Hong Kong, Dept Biomed Engn, Kowloon, Hong Kong, Peoples R China
[2] Tongji Univ, Coll Elect & Informat Engn, Shanghai, Peoples R China
[3] Tongji Univ, Shanghai Res Inst Intelligent Autonomous Syst, Shanghai, Peoples R China
关键词
heterogeneous multi-agent systems; Markovian switching topologies; mean square leader-following output consensus; time delays; OUTPUT CONSENSUS; SUFFICIENT CONDITIONS; NETWORKS; AGENTS; INPUT; SYNCHRONIZATION; COORDINATION;
D O I
10.1002/rnc.6456
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article considers the mean square leader-following output consensus problem of heterogeneous multi-agent systems under randomly switching topologies and time-varying communication delays. By modeling the switching topologies as a time-homogeneous Markov process and taking the communication delays into consideration, a distributed observer is proposed to estimate the state of the leader. A novel distributed output feedback controller is then designed. By constructing a novel switching Lyapunov functional, an easily-verifiable sufficient condition to achieve the mean square leader-following output consensus is given. Finally, two simulation examples are presented to show the effectiveness of the proposed control scheme.
引用
收藏
页码:355 / 371
页数:17
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