• DocumentCode
    290481
  • Title

    A novel architecture to model non-linear systems

  • Author

    Pagès-Zamora, A. ; Lagunas, Miguel A.

  • Author_Institution
    Dept. de Teoria del Senyal i Comunicacions, Univ. Politecnica de Catalunya, Barcelona, Spain
  • Volume
    iv
  • fYear
    1994
  • fDate
    19-22 Apr 1994
  • Abstract
    This paper shows a new architecture specially thought to model non-linear systems (NLSs). At first, it was applied only to memoryless systems but then it developed to solve a more general problem, NLSs with memory. The result is a new filter, based on the Fourier transform, that the authors have named “K-filter”. Important features of the K-filter are its nonlinear behaviour and second, that it profits from a temporal diversity of the input signal in order to provide itself with memory. At the end of the paper, the K-filter is used to solve an identification problem of a communication system which behaves nonlinearly due to the response of the amplifiers and which also has memory introduced basically by the channel response. The simulation results will provide an evaluation of the K-filter
  • Keywords
    digital filters; filtering theory; identification; memoryless systems; nonlinear systems; signal processing; telecommunication channels; Fourier transform; K-filter; amplifiers; architecture; channel response; communication system; digital filter; identification problem; input signal; memory; memoryless systems; nonlinear signal processing; nonlinear systems modelling; simulation results; temporal diversity; Adaptive filters; Communication systems; Computational modeling; Convergence; Electronic mail; Filtering; Fourier series; Fourier transforms; Memoryless systems; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
  • Conference_Location
    Adelaide, SA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-1775-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1994.389853
  • Filename
    389853