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A fast second order blind identification method for separation of periodic sources

Ghaderi, F, Mohseni, HR and Sanei, S (2010) A fast second order blind identification method for separation of periodic sources European Signal Processing Conference. pp. 1572-1576.

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Abstract

In this paper a fast method for blind identification of periodic sources is presented. In the well-known second order blind identification method, the information is extracted from instantaneous mixtures by simultaneously diagonalizing several time-delayed covariance matrices, however, the delays are chosen arbitrarily. This imposes computational cost which is linearly related to the number of covariance matrices. Statistical characteristics of periodic sources are exploited here to develop a method to effectively choose the appropriate delays in which the diagonalization takes place. Detail theory together with the corresponding theorems have been presented. Software simulations verify the superior performance of the algorithm in the face of different noise and frequency variation levels over alternative methods. © EURASIP, 2010.

Item Type: Article
Authors :
AuthorsEmailORCID
Ghaderi, FUNSPECIFIEDUNSPECIFIED
Mohseni, HRUNSPECIFIEDUNSPECIFIED
Sanei, SUNSPECIFIEDUNSPECIFIED
Date : 2010
Depositing User : Symplectic Elements
Date Deposited : 28 Mar 2017 14:13
Last Modified : 28 Mar 2017 14:13
URI: http://epubs.surrey.ac.uk/id/eprint/742918

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