A Distributed Lyapunov-Based Redesign Approach for Heterogeneous Uncertain Agents With Cooperation-Competition Interactions

被引:7
|
作者
Hu, Hong-Xiang [1 ,2 ]
Wen, Changyun [2 ]
Wen, Guanghui [3 ]
机构
[1] Hangzhou Dianzi Univ, Sch Sci, Dept Math, Hangzhou 310018, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[3] Southeast Univ, Sch Math, Dept Syst Sci, Jiangsu Prov Key Lab Networked Collect Intelligen, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
Mathematical model; Multi-agent systems; Laplace equations; Uncertainty; Topology; Network topology; Regulation; Coherent network; competitive relationship; distributed Lyapunov-based redesign; heterogeneous agent; model uncertainty; MULTIAGENT SYSTEMS; CONSENSUS PROBLEMS; NETWORKS; TRACKING;
D O I
10.1109/TNNLS.2021.3084142
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A swarming behavior problem is investigated in this article for heterogeneous uncertain agents with cooperation-competition interactions. In such a problem, the agents are described by second-order continuous systems with different intrinsic nonlinear terms, which satisfies the ``linearity-in-parameters'' condition, and the agents' models are coupled together through a distributed protocol containing the information of competitive neighbors. Then, for four different types of cooperation-competition networks, a distributed Lyapunov-based redesign approach is proposed for the heterogeneous uncertain agents, where the distributed controller and the estimation laws of unknown parameters are obtained. Under their joint actions, the heterogeneous uncertain multiagent system can achieve distributed stabilization for structurally unbalanced networks and output bipartite consensus for structurally balanced networks. In particular, the concept of coherent networks is proposed for structurally unbalanced directed networks, which is beneficial to the design of distributed controllers. Finally, four illustrative examples are given to show the effectiveness of the designed distributed controller.
引用
收藏
页码:6946 / 6960
页数:15
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