• DocumentCode
    418364
  • Title

    Polyphase representation of multirate Volterra filters

  • Author

    Schwingshackl, D. ; Kubin, G.

  • Author_Institution
    Infineon Technol., Graz Univ. of Technol., Austria
  • Volume
    4
  • fYear
    2004
  • fDate
    23-26 May 2004
  • Abstract
    This paper proposes a polyphase representation for Volterra filters. To derive the new realizations the well known linear polyphase theory is extended to the nonlinear case starting with Volterra filters. Both the upsampling and downsampling case are considered. As in the linear case (FIR filters) neither the input signal nor the Volterra kernels must fulfill constraints in order to be realized in polyphase form. The computational complexity could be reduced significantly because of two reasons. On the one hand all operations are performed at the low sampling rate and on the other hand some coefficients disappear in the polyphase representation.
  • Keywords
    FIR filters; Volterra series; computational complexity; filtering theory; multidimensional systems; nonlinear filters; signal sampling; FIR filters; Volterra kernels; computational complexity; downsampling phase; linear polyphase theory; multidimensional systems; multirate Volterra filters; signal sampling; upsampling phase; Computational complexity; Filtering theory; Finite impulse response filter; Interpolation; Kernel; Laboratories; Nonlinear filters; Sampling methods; Signal processing; Signal sampling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
  • Print_ISBN
    0-7803-8251-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.2004.1329088
  • Filename
    1329088