• DocumentCode
    938610
  • Title

    Adaptive linear procedures under general conditions

  • Author

    Györfi, László

  • Volume
    30
  • Issue
    2
  • fYear
    1984
  • fDate
    3/1/1984 12:00:00 AM
  • Firstpage
    262
  • Lastpage
    267
  • Abstract
    Under mild conditions on the observation processes the almost sure convergence properties of linear stochastic approximation are summarized for least squares and for some of its applications: adaptive filtering, echo cancellation, detection of binary data in Gaussian noise, identification, and linear classification.
  • Keywords
    Adaptive filters; Echo interference; Least-squares estimation; Stochastic approximation; Adaptive control; Adaptive filters; Adaptive systems; Automatic control; Control systems; Convergence; IIR filters; Process control; Programmable control; Signal processing algorithms;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1984.1056881
  • Filename
    1056881
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=938610