• DocumentCode
    778265
  • Title

    Cross-term analysis of LNL models

  • Author

    Liao, Ho-En ; Sethares, William A.

  • Author_Institution
    Dept. of Electr. Eng., Feng Chia Univ., Taichung, Taiwan
  • Volume
    43
  • Issue
    4
  • fYear
    1996
  • fDate
    4/1/1996 12:00:00 AM
  • Firstpage
    333
  • Lastpage
    335
  • Abstract
    This brief proposes a method called cross-term analysis to analyze the structure of the class of LNL models, those which consist of a memoryless nonlinearity sandwiched between two linear systems. By evaluating a family of conditional expectations, cross-term analysis unambiguously determines the cross relations among all delay elements. A byproduct of this methodology is a way to determine the lengths of the two linear subsystems in the LNL model. The method is independent of the degree of nonlinearity of the static subsystem
  • Keywords
    FIR filters; delays; memoryless systems; parameter estimation; FIR filters; LNL models; conditional expectations; cross-term analysis; delay elements; linear filters; linear subsystems; linear-nonlinear-linear model; memoryless nonlinearity; parameter estimation; static subsystem; Circuits; Data analysis; Delay effects; Finite impulse response filter; Kernel; Linear systems; Nonlinear dynamical systems; Nonlinear filters; Parameter estimation; Polynomials;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7122
  • Type

    jour

  • DOI
    10.1109/81.488812
  • Filename
    488812