A New Criterion for Bounded Component Analysis
preprintposted on 2021-10-13, 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.
FAPESP (processes number 2017/13025-2 and 2019/20899-4) and CAPES, Code 001.
Email Address of Submitting Authorrenanbrotto@gmail.com
ORCID of Submitting Author0000-0002-5404-3298
Submitting Author's InstitutionUniversity of Campinas - UNICAMP
Submitting Author's Country