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On intraference and its implications in complex-valued signal processing

Took, CC, Douglas, SC and Mandic, D (2013) On intraference and its implications in complex-valued signal processing ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. pp. 3934-3937.

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We introduce the concept of intra-ference in order to quantify the degree to which the integrity of bivariate (or complex) sources is preserved in applications based on matrix decompositions of bivariate data. This is achieved by examining the pseudocovariancematrix of noncircular complex sources, and by recognising that the pseudocovariance is intrinsically complex valued. We illuminate how the existing decompositions such as the strong uncorrelating transform (SUT) not only decorrelate the bivariate sources from one another, but also decorrelate and scatter the data channels within each bivariate source, thus violating source integrity. Examples showing that the intra-ference arises due to the phase ambiguity in the existing matrix decompositions support the approach. © 2013 IEEE.

Item Type: Article
Authors :
Took, CC
Douglas, SC
Mandic, D
Date : 18 October 2013
DOI : 10.1109/ICASSP.2013.6638396
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 13:08
Last Modified : 17 May 2017 13:08

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