Blind separation of two multi-level sources from a single linear mixture

@article{Diamantaras2008BlindSO,
  title={Blind separation of two multi-level sources from a single linear mixture},
  author={K. Diamantaras},
  journal={2008 IEEE Workshop on Machine Learning for Signal Processing},
  year={2008},
  pages={67-72}
}
  • K. Diamantaras
  • Published 2008 in
    2008 IEEE Workshop on Machine Learning for Signal…
We present a novel method for the blind separation of two multi-level sources from one observed instantaneous linear mixture. Our approach is based on the geometric characteristics of the cluster of points and in particular in the distribution of the distances between the cluster centers. In the noiseless case the core of the method is conceptually very simple, deterministic, non-iterative and fast. In the noisy case, the core-algorithm must be preceded by a clustering scheme, for example, the… CONTINUE READING
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Blind Separation and Extraction of Binary Sources

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1 Excerpt

Blind Separation of N Binary Sources from one Observation: A Deterministic Approach

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