• DocumentCode
    1668203
  • Title

    Conjugate gradient techniques for adaptive filtering

  • Author

    Boray, G.K. ; Srinath, M.D.

  • Author_Institution
    Bell Northern Res., Richardson, TX, USA
  • fYear
    1989
  • Firstpage
    1752
  • Abstract
    The technique of conjugate gradients is applied to the adaptive filtering problem. The method provides convergence comparable to that of RLS (recursive-least-squares) schemes and has a computational requirement that is intermediate between the LMS (least-mean-square) and the RLS methods. It does not suffer from any known stability problems.<>
  • Keywords
    adaptive filters; convergence of numerical methods; filtering and prediction theory; adaptive filtering; conjugate gradients; convergence; stability; Adaptive filters; Approximation methods; Gradient methods; Iterative methods; Symmetric matrices; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1989., IEEE International Symposium on
  • Conference_Location
    Portland, OR, USA
  • Type

    conf

  • DOI
    10.1109/ISCAS.1989.100705
  • Filename
    100705
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1668203