Distributed Control with Low-Rank Coordination

Daria Madjidian, Leonid Mirkin

Research output: Contribution to journalArticlepeer-review

22 Citations (SciVal)
157 Downloads (Pure)

Abstract

A common approach to distributed control design is to impose sparsity constraints on the controller structure. Such constraints, however, may greatly complicate the control design procedure. This paper puts forward an alternative structure, which is not sparse yet might nevertheless be well suited for distributed control purposes.
The structure appears as the optimal solution to a class of coordination problems arising in multi-agent applications. The controller comprises a diagonal (decentralized) part, complemented by a rank-one coordination term. Although this term relies on information about all subsystems, its implementation only requires a simple averaging operation.
Original languageEnglish
Pages (from-to)53-63
JournalIEEE Transactions on Control of Network Systems
Volume1
Issue number1
DOIs
Publication statusPublished - 2014

Subject classification (UKÄ)

  • Control Engineering

Keywords

  • Distributed control
  • LQR
  • multi-agent systems
  • coordinated control

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