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H2 Optimal Coordination of Homogeneous Agents Subject to Limited Information Exchange

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arxiv 1601.05050 v1 pith:HPTU7PHR submitted 2016-01-19 cs.SY cs.SYmath.OC

H2 Optimal Coordination of Homogeneous Agents Subject to Limited Information Exchange

classification cs.SY cs.SYmath.OC
keywords agentsexchangeinformationoptimalclasscontrolcontrollerscoordination
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Controllers with a diagonal-plus-low-rank structure constitute a scalable class of controllers for multi-agent systems. Previous research has shown that diagonal-plus-low-rank control laws appear as the optimal solution to a class of multi-agent H2 coordination problems, which arise in the control of wind farms. In this paper we show that this result extends to the case where the information exchange between agents is subject to limitations. We also show that the computational effort required to obtain the optimal controller is independent of the number of agents and provide analytical expressions that quantify the usefulness of information exchange.

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