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A Sparse Conjugate Gradient Adaptive Filter

In this letter, we propose a novel conjugate gradient (CG) adaptive filtering algorithm for online estimation of system responses that admit sparsity. Specifically, the Sparsity-promoting Conjugate Gradient (SCG) algorithm is developed based on iterative reweighting methods popular in the sparse sig...

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Detalhes bibliográficos
Publicado no:IEEE Signal Process Lett
Main Authors: Lee, Ching-Hua, Rao, Bhaskar D., Garudadri, Harinath
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7394291/
https://ncbi.nlm.nih.gov/pubmed/32742159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/LSP.2020.3000459
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