Evolution of Black-Box Models Based on Volterra Series

This paper presents a historical review of the many behavioral models actually used to model radio frequency power amplifiers and a new classification of these behavioral models. It also discusses the evolution of these models, from a single polynomial to multirate Volterra models, presenting equati...

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Main Authors: Daniel D. Silveira, Thiago V. N. Coelho, Alexandre Bessa dos Santos
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2015/638978
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author Daniel D. Silveira
Thiago V. N. Coelho
Alexandre Bessa dos Santos
author_facet Daniel D. Silveira
Thiago V. N. Coelho
Alexandre Bessa dos Santos
author_sort Daniel D. Silveira
collection DOAJ
description This paper presents a historical review of the many behavioral models actually used to model radio frequency power amplifiers and a new classification of these behavioral models. It also discusses the evolution of these models, from a single polynomial to multirate Volterra models, presenting equations and estimation methods. New trends in RF power amplifier behavioral modeling are suggested.
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institution Kabale University
issn 1110-757X
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language English
publishDate 2015-01-01
publisher Wiley
record_format Article
series Journal of Applied Mathematics
spelling doaj-art-26fd1e1d13f84122b6b02a4023b823ce2025-02-03T01:07:17ZengWileyJournal of Applied Mathematics1110-757X1687-00422015-01-01201510.1155/2015/638978638978Evolution of Black-Box Models Based on Volterra SeriesDaniel D. Silveira0Thiago V. N. Coelho1Alexandre Bessa dos Santos2Department of Electrical Circuits, Federal University of Juiz de Fora, Campus Universitario, Rua Jose Lourenco Kelmer, s/n, 36030-900 Juiz de Fora, MG, BrazilDepartment of Electrical Circuits, Federal University of Juiz de Fora, Campus Universitario, Rua Jose Lourenco Kelmer, s/n, 36030-900 Juiz de Fora, MG, BrazilDepartment of Electrical Circuits, Federal University of Juiz de Fora, Campus Universitario, Rua Jose Lourenco Kelmer, s/n, 36030-900 Juiz de Fora, MG, BrazilThis paper presents a historical review of the many behavioral models actually used to model radio frequency power amplifiers and a new classification of these behavioral models. It also discusses the evolution of these models, from a single polynomial to multirate Volterra models, presenting equations and estimation methods. New trends in RF power amplifier behavioral modeling are suggested.http://dx.doi.org/10.1155/2015/638978
spellingShingle Daniel D. Silveira
Thiago V. N. Coelho
Alexandre Bessa dos Santos
Evolution of Black-Box Models Based on Volterra Series
Journal of Applied Mathematics
title Evolution of Black-Box Models Based on Volterra Series
title_full Evolution of Black-Box Models Based on Volterra Series
title_fullStr Evolution of Black-Box Models Based on Volterra Series
title_full_unstemmed Evolution of Black-Box Models Based on Volterra Series
title_short Evolution of Black-Box Models Based on Volterra Series
title_sort evolution of black box models based on volterra series
url http://dx.doi.org/10.1155/2015/638978
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AT thiagovncoelho evolutionofblackboxmodelsbasedonvolterraseries
AT alexandrebessadossantos evolutionofblackboxmodelsbasedonvolterraseries