Adaptive Linear Procedures Under General Conditions

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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.

Original languageEnglish
Pages (from-to)262-267
Number of pages6
JournalIEEE Transactions on Information Theory
Volume30
Issue number2
DOIs
Publication statusPublished - Mar 1984

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ASJC Scopus subject areas

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

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