Distributed Behavioral Control for Second-Order Nonlinear Multi-Agent Systems

被引:7
|
作者
Huang, Jie [1 ]
Cao, Ming [1 ]
Zhou, Ning [2 ]
Yang, Qingkai [1 ]
Bai, Xiaoshan [1 ]
机构
[1] Univ Groningen, Fac Sci & Engn, Engn & Technol Inst Groningen ENTEG, NL-9742 AG Groningen, Netherlands
[2] Fujian Agr & Forestry Univ, Coll Comp & Informat Sci, Fuzhou 350002, Fujian, Peoples R China
来源
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
基金
中国国家自然科学基金; 欧洲研究理事会;
关键词
Behavioral control; distributed control; estimator; multi-behavior; multi-agent system; neural networks; COORDINATION CONTROL; CONSENSUS;
D O I
10.1016/j.ifacol.2017.08.407
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate a novel distributed behavioral control scheme for second-order nonlinear multi-agent systems (MAS) directed network topologies. Unlike most existing behavioral control algorithms which require global information of the underlying network, we develop a distributed adaptive behavioral control using a local adaptive strategy via distributed state estimator, null-space-based behavioral projection, and neural-network based approximation. Some simple behaviors for each agent are defined and properly arranged according to their priority to achieve the assigned overall behavior. In particular, tracking is performed in a distributed manner, in which the behaviors of each agent only depend on local information concerning the agent's neighbors. Finally, we present a simulation example to verify and illustrate the theoretical results. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:2445 / 2450
页数:6
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