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A New Criterion for Bounded Component Analysis
  • Renan Brotto ,
  • Kenji Nose-Filho ,
  • João M. T. Romano
Renan Brotto
University of Campinas - UNICAMP

Corresponding Author:[email protected]

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Kenji Nose-Filho
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João M. T. Romano
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Abstract

In this paper we present a new criterion for bounded component analysis, a quite new approach for the Blind Source Separation problem. For the determined case, we show that the ‘1-norm of the estimated sources can be used as a contrast for the problem. We present a blind algorithm for the source separation of independents sources or mixtures of correlated sources by only a rotation matrix. We also present a variety of simulations assessing the performance of the proposed approach.