On the structural complexity of multi-agent robot formations

被引:0
|
作者
Muhammad, A [1 ]
Egerstedt, M [1 ]
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a complexity measure for studying the structural complexity of multi-agent robot formations. We base this measure on the total information flow in the system, which is due to sensory perception and communication among agents. We show that from an information theoretic point of view, perception and communication are fundamentally the same. We show how the information flows depends on different protocols and that the broadcast protocol corresponds to the worst case complexity for a given formation.
引用
收藏
页码:4957 / 4962
页数:6
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