Variable step-size EASI algorithm for sequential blind source separation

J A Chambers, M G Jafari, Steve McLaughlin

Research output: Contribution to journalArticle

39 Citations (Scopus)

Abstract

A new variable step-size equivariant adaptive source separation via independence (VS-EASI) algorithm for on-line blind separation of independent sources is proposed. The algorithm utilises a variable step-size and thereby matches its performance to the dynamics of the input signals together with changes in the underlying mixing matrix. The algorithm is therefore particularly well suited to blind source separation in a non-stationary environment. Monte Carlo simulation studies support the expected improvement in convergence speed of the approach.

Original languageEnglish
Pages (from-to)393-394
Number of pages2
JournalElectronics Letters
Volume40
Issue number6
DOIs
Publication statusPublished - 18 Mar 2004

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