Sampled-data exponential consensus of multi-agent systems with Lipschitz nonlinearities

被引:11
作者
Zhao, Wenqing [1 ]
Chen, Guoliang [1 ]
Xie, Xiangpeng [2 ]
Xia, Jianwei [1 ]
Park, Ju H. [3 ]
机构
[1] Liaocheng Univ, Sch Math Sci, Liaocheng 252000, Shandong, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R China
[3] Yeungnam Univ, Dept Elect Engn, Kyongsan 38541, South Korea
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Multi-agent systems; Consensus; Sampled-data; LMI; COORDINATION; TRACKING; SYNCHRONIZATION;
D O I
10.1016/j.neunet.2023.09.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the exponential consensus of leaderless and leader-following multi-agent systems with Lipschitz nonlinear dynamics is illustrated with aperiodic sampled-data control using a two-sided loop-based Lyapunov functional (LBLF). Firstly, applying input delay approach to reformulate the resulting sampled-data system as a continuous system with time-varying delay in the control input. A two-sided LBLF which captures the information on sampled-data pattern is constructed and the symmetry of the Laplacian matrix together with Newton-Leibniz formula have been employed to obtain reduced number of decision variables and decreased LMI dimensions for the exponential sampled-data consensus problem. Subsequently, an aperiodic sampled-data controller was designed to simplify and enhance stability conditions for computation and optimization purposes in the proposed approach. Finally, based on the controller design, simulation examples including the power system are proposed to illustrate the theoretical analysis, moreover, a larger sampled-data interval can be acquired by this method than other literature, thereby conserving bandwidth and reducing communication resources.(c) 2023 Elsevier Ltd. All rights reserved.
引用
收藏
页码:763 / 774
页数:12
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