Architectures for distributed controller with sub-controller communication uncertainty

Vikas Yadav, Murti V. Salapaka, Petros G. Voulgaris

Research output: Contribution to journalArticle

Abstract

Recent technology has led to systems with architectures that distribute the controller effort over sub-controllers to respect information flow and/or resource constraints. The associated communication uncertainty between sub-controllers partly governs the performance of the controller. The related controller synthesis methodology has to address internal stability concerns and has to incorporate the effect of communication uncertainty into the performance metric. In this article, it is demonstrated that different canonical distributed architectures derived from a centralized design can result in appreciably different performance. Architectures of information flow that result in convex optimization problems are developed and synthesis methods to incorporate robustness with respect to model uncertainty of communication channels are obtained. The efficacy of the approach is demonstrated on application problems.

Original languageEnglish (US)
Article number5532326
Pages (from-to)1765-1780
Number of pages16
JournalIEEE Transactions on Automatic Control
Volume55
Issue number8
DOIs
StatePublished - Aug 1 2010

Keywords

  • Banded structure
  • Youla parameter
  • communication noise
  • coprime factorization
  • distributed system
  • nested system
  • observer based controller
  • structured system
  • uncertainty

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

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