• DocumentCode
    1265806
  • Title

    Adaptive Volterra filtering using M-band wavelet transform and Gram-Schmidt orthogonalisation

  • Author

    Kang, D.J. ; Hwang, D.O. ; Nam, S.W. ; Powers, E.J.

  • Author_Institution
    Div. of Electr. & Comput. Eng., Hanyang Univ., Seoul, South Korea
  • Volume
    38
  • Issue
    6
  • fYear
    2002
  • fDate
    3/14/2002 12:00:00 AM
  • Firstpage
    291
  • Lastpage
    292
  • Abstract
    A new adaptive Volterra filter with fast convergence is proposed, where the M-band discrete wavelet transform and Gram-Schmidt orthogonalisation are utilised. In particular, the cascade combination of two such procedures reduces the eigenvalue spread of the Volterra input auto-correlation matrix, thus improving the convergence speed of the adaptive nonlinear filtering
  • Keywords
    Volterra series; adaptive filters; convergence of numerical methods; correlation theory; discrete wavelet transforms; eigenvalues and eigenfunctions; filtering theory; matrix algebra; nonlinear filters; Gram-Schmidt orthogonalisation; M-band discrete wavelet transform; adaptive Volterra filter; cascade combination; convergence speed; eigenvalue spread; input auto-correlation matrix; nonlinear filtering;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20020190
  • Filename
    992641
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1265806