Impulsive Multiconsensus of Second-Order Multiagent Networks Using Sampled Position Data

被引:64
作者
Guan, Zhi-Hong [1 ,2 ]
Han, Guang-Song [1 ,2 ]
Li, Juan [3 ]
He, Ding-Xin [1 ,2 ]
Feng, Gang [4 ]
机构
[1] Huazhong Univ Sci & Technol, Coll Automat, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Minist Educ, Key Lab Image Informat Proc & Intelligent Control, Wuhan 430074, Peoples R China
[3] Zhongnan Univ Econ & Law, Sch Math & Stat, Wuhan 430073, Peoples R China
[4] City Univ Hong Kong, Dept Mech & Biomed Engn, Hong Kong, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Dynamic multiconsensus; impulsive protocol; multiagent networks; stationary multiconsensus; CLUSTER CONSENSUS; AUTONOMOUS FORMATIONS; STABILITY ANALYSIS; DIRECTED TOPOLOGY; SYSTEMS; ALGORITHMS; DYNAMICS; COORDINATION;
D O I
10.1109/TNNLS.2015.2389531
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A multiconsensus problem of multiagent networks is solved in this paper, where multiconsensus refers to that the states of multiple agents in each subnetwork asymptotically converge to an individual consistent value when there exist information exchanges among subnetworks. A distributed impulsive protocol is proposed to achieve multiconsensus of second-order multiagent networks in terms of three categories: 1) stationary multiconsensus; 2) the first dynamic multiconsensus; and 3) the second dynamic multiconsensus. This impulsive protocol utilizes only sampled position data and is implemented at sampling instants. For those three categories of multiconsensus, the control parameters in the impulsive protocol are designed, respectively. Moreover, necessary and sufficient conditions are derived, under which each multiconsensus can be reached asymptotically. Several simulations are finally provided to demonstrate the effectiveness of the obtained theoretical results.
引用
收藏
页码:2678 / 2688
页数:11
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