Relationship between internal model control and LQG controller structures

M. J. Grimble, S. De La Salle, D. Ho

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

10 Citations (Scopus)

Abstract

This paper describes how the conventional LQG controller structure can be rearranged into that of the Internal Model Control (IMC) structure. The IMC structure provides a useful framework for the analysis of control system performance, especially its robustness properties. Analysis of an LQG control scheme within the IMC structure, is useful in determining the effect of the various optimal return-difference transfer-functions. A design example is given to illustrate the IMC technique. The effectiveness of dynamic control weightings and coloured measurement noise, in shaping system robustness properties, is discussed. © 1989.
Original languageEnglish
Pages (from-to)41-53
JournalAutomatica
Volume25
Issue number1
DOIs
Publication statusPublished - Jan 1989
Externally publishedYes

Research Keywords

  • Kalman filter
  • linear optimal regulator
  • Optimal control
  • robustness

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