CONTROLLABILITY OF MULTI-AGENT SYSTEMS FROM A GRAPH-THEORETIC PERSPECTIVE

被引:615
作者
Rahman, Amirreza [1 ]
Ji, Meng [2 ]
Mesbahi, Mehran [1 ]
Egerstedt, Magnus [2 ]
机构
[1] Univ Washington, Dept Aeronaut & Astronaut, Seattle, WA 98195 USA
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
multi-agent systems; networked systems; controllability; automorphism group; equitable partitions; agreement dynamics; algebraic graph theory; COORDINATION;
D O I
10.1137/060674909
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 work, we consider the controlled agreement problem for multi-agent networks, where a collection of agents take on leader roles while the remaining agents execute local, consensus-like protocols. Our aim is to identify reflections of graph-theoretic notions on system-theoretic properties of such systems. In particular, we show how the symmetry structure of the network, characterized in terms of its automorphism group, directly relates to the controllability of the corresponding multi-agent system. Moreover, we introduce network equitable partitions as a means by which such controllability characterizations can be extended to the multileader setting.
引用
收藏
页码:162 / 186
页数:25
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