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A New Criterion for Bounded Component Analysis

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posted on 13.10.2021, 05:43 authored by Renan BrottoRenan Brotto, Kenji Nose-Filho, João M. T. Romano
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.

Funding

FAPESP (processes number 2017/13025-2 and 2019/20899-4) and CAPES, Code 001.

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Email Address of Submitting Author

renanbrotto@gmail.com

ORCID of Submitting Author

0000-0002-5404-3298

Submitting Author's Institution

University of Campinas - UNICAMP

Submitting Author's Country

Brazil

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