Constructive updating/downdating of oblique projectors: a generalization of the Gram-Schmidt process

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Abstract

A generalization of the Gram-Schmidt procedure is achieved by providing equations for updating and downdating oblique projectors. The work is motivated by the problem of adaptive signal representation outside the orthogonal basis setting. The proposed techniques are shown to be relevant to the problem of discriminating signals produced by different phenomena when the order of the signal model needs to be adjusted. © 2007 IOP Publishing Ltd.

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Original languageEnglish
Article number007
Pages (from-to)6381-6394
Number of pages14
JournalJournal of Physics A: Mathematical and Theoretical
Volume40
Issue24
DOIs
StatePublished - 15 Jun 2007

Keywords

  • Gram-Schmidt process, oblique projectors

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