• DocumentCode
    1540106
  • Title

    Mean square convergence analysis of LMS algorithm (adaptive filters)

  • Author

    Gholkar, V.A.

  • Author_Institution
    Sch. of Electron. & Electr. Eng., Birmingham Univ., UK
  • Volume
    26
  • Issue
    20
  • fYear
    1990
  • Firstpage
    1705
  • Lastpage
    1706
  • Abstract
    There has been great interest in the convergence properties of the least mean square algorithm. A new approach to the convergence analysis of the least mean square algorithm is used to shed further light on the behaviour of the algorithm and a stricter bound than previously proven is obtained for mu .
  • Keywords
    adaptive filters; convergence of numerical methods; least squares approximations; signal processing; stochastic processes; algorithm; convergence analysis; least mean square algorithm; mean square convergence analysis;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19901089
  • Filename
    58191
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1540106