A feedback system approach to adaptive filtering

  • Authors:
  • I. Landau

  • Affiliations:
  • -

  • Venue:
  • IEEE Transactions on Information Theory
  • Year:
  • 2006

Quantified Score

Hi-index 754.84

Visualization

Abstract

A survey of a design approach through an equivalent feedback representation (EFR) is presented for adaptive filters. Several results for stability analysis in a deterministic environment and for convergence analysis in a stochastic environment are discussed. These results can be straightforwardly applied to various adaptive filters configurations. Current trends in using EFR for designing adaptive filters are mentioned.