• DocumentCode
    1163091
  • Title

    Is normalization necessary for stable model reference adaptive control?

  • Author

    Barabanov, Nikita ; Ortega, Romeo ; Astolfi, Alessandro

  • Author_Institution
    Dept. of Math., North Dakota State Univ., Fargo, ND, USA
  • Volume
    50
  • Issue
    9
  • fYear
    2005
  • Firstpage
    1384
  • Lastpage
    1390
  • Abstract
    One of the longest standing open questions in adaptive control concerns the correctness of the stability claim of the un-normalized model reference scheme proposed by Monopoli in 1974. Although provably correct solutions to the problem now abound, in particular, it is well known that adding a normalization to Monopoli´s original scheme ensures global convergence, it is interesting to know whether this technique-driven modification is really necessary or only required to complete the stability proof in the absence of more elaborate arguments. In this note, we construct a counterexample that provides a definite-unfortunately, negative-answer to the claim. Instrumental for the establishment of this result is a technical lemma that shows that, under some conditions on the regressor that may appear in Monopoli´s scheme, the parameter error freezes as the adaptation gain goes to infinity. On the lighter side, we also prove that Monopoli´s scheme is semiglobally stable, underscoring the relevance of this important contribution.
  • Keywords
    model reference adaptive control systems; stability; Monopoli scheme; normalization; regressor; semiglobal stability; stable model reference adaptive control; Adaptive control; Convergence; Error correction; H infinity control; History; Instruments; Nonlinear control systems; Programmable control; Stability; State estimation; Adaptive control; model reference control; nonlinear control; stability of adaptive systems;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2005.854625
  • Filename
    1506948