Distributed time-varying group formation control for generic linear systems with observer-based protocols

被引:16
作者
Li, Man [1 ]
Ma, Qichao [1 ]
Zhou, Chongjian [1 ]
Qin, Jiahu [1 ]
Kang, Yu [1 ,2 ,3 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei 230027, Peoples R China
[2] Univ Sci & Technol China, Inst Adv Technol, State Key Lab Fire Sci, Hefei 230027, Peoples R China
[3] Chinese Acad Sci, Key Lab Technol Geospatial Informat Proc & Applic, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
Time-varying group formation; Multi-agent systems; Generic linear dynamics; Observer-based protocol; NONHOLONOMIC MOBILE ROBOTS; MULTIAGENT SYSTEMS; NETWORKS; TRACKING;
D O I
10.1016/j.neucom.2020.01.065
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 time-varying group formation control for linear multi-agent systems under directed communication topology is investigated from an observer viewpoint. Different from the existing works on the time-varying group formation, the groups herein could have a cyclic partition, which is more common in real applications than the topology with the acyclic groups. The leaderless time-varying group formation problem is studied first. An observer-based distributed protocol is presented for each agent, where the observer is used to estimate the unmeasurable state utilizing the output information. Then, to broaden the scope of applications, we further study the leader-following case, in which there exists a leader with nonzero and bounded input for each subgroup. To tackle this problem, we take the input of the leader as a disturbance, and develop the new forms of control protocols with nonlinear functions. Furthermore, for both cases, it is shown that under the formation feasible conditions, the desired time-varying group formation can be achieved if the strong enough intra-group coupling is selected and the corresponding digraph of each subgraph contains a directed spanning tree. Finally, two simulation examples are given. (C) 2020 Published by Elsevier B.V.
引用
收藏
页码:244 / 252
页数:9
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