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In blind extraction of independent sources, the normalised Kurtosis is a normally used cost function for the cases without the initial prewhitening. The applications of this method are, however, limited to noise-free mixtures, which is not realistic. We therefore address this issue and propose a new cost function based on the normalised Kurtosis, which makes this class of algorithms suitable for noisy...
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