From the Modulating Function Method to Observers

Davi Goncalves Accioli, Jerome Jouffroy*

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

State estimation is a long-standing problem in the control community and is usually addressed with observers. However, other techniques can also be used to perform estimation. Among such techniques is the modulating function method, which has been used for parameter and state estimation, as well as fault detection, of linear, nonlinear, distributed, and fractional order systems. This letter puts into perspective these two techniques by showing that, for linear systems, observers found in the literature, some of which being standard techniques, can be expressed within a framework defined by the modulating function method, thus showing a new connection between the modulating function method and observers.

Original languageEnglish
JournalIEEE Control Systems Letters
Volume8
Pages (from-to)2697-2702
ISSN2475-1456
DOIs
Publication statusPublished - 2. Dec 2024

Keywords

  • Auxiliary Problem
  • Duality
  • Estimation
  • Modulating Function
  • Observers
  • estimation
  • modulating function method
  • Auxiliary problem
  • duality
  • observers

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