• DocumentCode
    824552
  • Title

    Probing signals for model reference identification

  • Author

    Yuan, Joseph S C ; Wonham, W.M.

  • Author_Institution
    SPAR Aerospace Products, Limited, Toronto, Canada
  • Volume
    22
  • Issue
    4
  • fYear
    1977
  • fDate
    8/1/1977 12:00:00 AM
  • Firstpage
    530
  • Lastpage
    538
  • Abstract
    This paper examines certain properties of probing signals employed in a model reference identification procedure which guarantee identification of the parameters of a linear multivariable system. The property of persistent excitation is examined with respect to a new class of (persistently spanning) signals. In particular, this class of signals includes many (periodic or almost periodic) signals which have previously been considered as effective probing signals, The results yield concrete guidelines useful in the practical design of probing signals.
  • Keywords
    Adaptive methods; Linear systems, time-invariant continuous-time; Lyapunov methods; Parameter identification; Adaptive systems; Concrete; Convergence; Learning systems; MIMO; Riccati equations; Signal design; Signal processing; Stability criteria; Symmetric matrices;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1977.1101556
  • Filename
    1101556