The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms

Took, CC, Douglas, SC and Mandic, DP (2014) The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop. pp. 73-76.

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Abstract

A solution to the problem of intraference is obtained by recognising that the current diagonalisation schemes for the complex symmetric pseudocovariance matrix are not adequate to preserve its intrinsic complex-valued nature. To this end, we propose the correlation preserving transform (CPT), which both maintains the degree of the intrinsic correlation within a recovered bivariate source (minimum intraference) and minimises the correlation between different bivariate sources (minimum interference). Unlike the existing literature, this work therefore considers both the correlation structure between the data channels within bivariate sources and inter-source correlation. The efficacy of the proposed method is validated through analysis and simulations. © 2014 IEEE.

Item Type:	Article
Divisions :	Surrey research (other units)
Authors :	Took, CC, Douglas, SC and Mandic, DP
Date :	1 January 2014
DOI :	10.1109/SAM.2014.6882341
Depositing User :	Symplectic Elements
Date Deposited :	28 Mar 2017 10:54
Last Modified :	24 Jan 2020 12:36
URI:	http://epubs.surrey.ac.uk/id/eprint/808097

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