Pulse-Modulated Intermittent Control in Consensus of Multiagent Systems

被引:226
作者
Liu, Zhi-Wei [1 ]
Yu, Xinghuo [2 ]
Guan, Zhi-Hong [3 ]
Hu, Bin [3 ]
Li, Chaojie [2 ]
机构
[1] Wuhan Univ, Dept Automat, Sch Power & Mech Engn, Wuhan 430072, Peoples R China
[2] RMIT Univ, Sch Elect & Comp Engn, Melbourne, Vic 3001, Australia
[3] Huazhong Univ Sci & Technol, Coll Automat, Wuhan 430074, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2017年 / 47卷 / 05期
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Consensus; impulsive control; intermittent control; multiagent systems; pulse function; sampled control; LEADER-FOLLOWING CONSENSUS; IMPULSIVE ALGORITHMS; NETWORKS; SYNCHRONIZATION; DYNAMICS;
D O I
10.1109/TSMC.2016.2524063
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 paper proposes a control framework, called pulse-modulated intermittent control, which unifies impulsive control and sampled control. Specifically, the concept of pulse function is introduced to characterize the control/rest intervals and the amplitude of the control. By choosing some specified functions as the pulse function, the proposed control scheme can be reduced to sampled control or impulsive control. The proposed control framework is applied to consensus problems of multiagent systems. Using discretization approaches and stability theory, several necessary and sufficient conditions are established to ensure the consensus of the controlled system. The results show that consensus depends not only on the network topology, the sampling period and the control gains, but also the pulse function. Moreover, a lower bound of the asymptotic convergence factor is derived as well. For a given pulse function and an undirected graph, an optimal control gain is designed to achieve the fastest convergence. In addition, impulsive control and sampled control are revisited in the proposed control framework. Finally, some numerical examples are given to verify the effectiveness of theoretical results.
引用
收藏
页码:783 / 793
页数:11
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