Second-order-based blind signal separation in reverberant environments

Siow Yong Low, Ka Fai Cedric Yiu, Sven Nordholm

Research output: Journal article publicationJournal articleAcademic researchpeer-review

Abstract

The aim of this paper was to provide a derivation to explain the performance of the second-order-based blind signal separation (BSS) in reverberant environments. In particular, the second-order-based BSS algorithm, which exploits non-stationarity of the input signals, is investigated. The derivation provides a quantitative link between the reverberation parameter of the environment with the cost function of the BSS. Importantly, the theoretical finding complements existing literature on the interpretation of BSS and provides incremental insight to its performance.
Original languageEnglish
Pages (from-to)1583-1593
Number of pages11
JournalInternational Journal of Electronics
Volume102
Issue number9
DOIs
Publication statusPublished - 1 Jan 2015

Keywords

  • blind signal separation
  • convolutive mixtures
  • non-stationarity
  • reverberation time

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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