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Blind extraction of improper quaternion sources

Javidi, S, Cheong Took, C, Jahanchahi, C, Mandic, DP and Le Bihan, N (2011) Blind extraction of improper quaternion sources ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. pp. 3708-3711.

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Abstract

Blind extraction of quaternion-valued latent sources is addressed based on their local temporal properties. The extraction criterion is based on the minimum mean square widely linear prediction error, thus allowing for the extraction of both proper and improper quaternion sources. The use of the widely linear adaptive predictor is justified by the relationship between the mean square prediction error and the crosscorrelation and cross-pseudocorrelations of the source signals. Simulations on benchmark improper quaternion sources together with a real-world example of EEG artifact removal illustrate the usefulness of the proposed methodology. © 2011 IEEE.

Item Type: Article
Authors :
NameEmailORCID
Javidi, SUNSPECIFIEDUNSPECIFIED
Cheong Took, CUNSPECIFIEDUNSPECIFIED
Jahanchahi, CUNSPECIFIEDUNSPECIFIED
Mandic, DPUNSPECIFIEDUNSPECIFIED
Le Bihan, NUNSPECIFIEDUNSPECIFIED
Date : 2011
Identification Number : 10.1109/ICASSP.2011.5947156
Depositing User : Symplectic Elements
Date Deposited : 28 Mar 2017 14:12
Last Modified : 31 Oct 2017 14:53
URI: http://epubs.surrey.ac.uk/id/eprint/739343

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