• DocumentCode
    1449946
  • Title

    Persistent excitation in bilinear systems

  • Author

    Dasgupta, Soura ; Shrivastava, Yash ; Krenzer, George

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Iowa Univ., Iowa City, IA, USA
  • Volume
    36
  • Issue
    3
  • fYear
    1991
  • fDate
    3/1/1991 12:00:00 AM
  • Firstpage
    305
  • Lastpage
    313
  • Abstract
    Discrete-time systems described by difference equations which are polynomial in the input and linear in the output are discussed. Bilinear systems are special members of this class. Two issues are examined. First, a multidimensional polynomial-based algebraic condition which is necessary and sufficient for such systems to be identifiable is given. Second, subject to an identifiability assumption, a condition on the input sequence which guarantees persistent excitation is given. The principle analytic tool used in this study involves multidimensional polynomials
  • Keywords
    discrete time systems; linear systems; nonlinear systems; polynomials; bilinear systems; difference equations; identifiability; multidimensional polynomial-based algebraic condition; Adaptive algorithm; Cities and towns; Convergence; Difference equations; Multidimensional systems; Nonlinear systems; Parameter estimation; Polynomials; Robustness; Sequences;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.73563
  • Filename
    73563