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Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers
A novel class of behavioral models is proposed for LTE-driven Doherty power amplifiers with strong memory effects. The proposed models, labeled augmented twin-nonlinear two-box models, are built by cascading a highly nonlinear memoryless function with a mildly nonlinear memory polynomial with cross...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Hindawi Publishing Corporation
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3927868/ https://www.ncbi.nlm.nih.gov/pubmed/24624047 http://dx.doi.org/10.1155/2014/762534 |
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author | Hammi, Oualid |
author_facet | Hammi, Oualid |
author_sort | Hammi, Oualid |
collection | PubMed |
description | A novel class of behavioral models is proposed for LTE-driven Doherty power amplifiers with strong memory effects. The proposed models, labeled augmented twin-nonlinear two-box models, are built by cascading a highly nonlinear memoryless function with a mildly nonlinear memory polynomial with cross terms. Experimental validation on gallium nitride based Doherty power amplifiers illustrates the accuracy enhancement and complexity reduction achieved by the proposed models. When strong memory effects are observed, the augmented twin-nonlinear two-box models can improve the normalized mean square error by up to 3 dB for the same number of coefficients when compared to state-of-the-art twin-nonlinear two-box models. Furthermore, the augmented twin-nonlinear two-box models lead to the same performance as previously reported twin-nonlinear two-box models while requiring up to 80% less coefficients. |
format | Online Article Text |
id | pubmed-3927868 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39278682014-03-12 Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers Hammi, Oualid ScientificWorldJournal Research Article A novel class of behavioral models is proposed for LTE-driven Doherty power amplifiers with strong memory effects. The proposed models, labeled augmented twin-nonlinear two-box models, are built by cascading a highly nonlinear memoryless function with a mildly nonlinear memory polynomial with cross terms. Experimental validation on gallium nitride based Doherty power amplifiers illustrates the accuracy enhancement and complexity reduction achieved by the proposed models. When strong memory effects are observed, the augmented twin-nonlinear two-box models can improve the normalized mean square error by up to 3 dB for the same number of coefficients when compared to state-of-the-art twin-nonlinear two-box models. Furthermore, the augmented twin-nonlinear two-box models lead to the same performance as previously reported twin-nonlinear two-box models while requiring up to 80% less coefficients. Hindawi Publishing Corporation 2014-01-29 /pmc/articles/PMC3927868/ /pubmed/24624047 http://dx.doi.org/10.1155/2014/762534 Text en Copyright © 2014 Oualid Hammi. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Hammi, Oualid Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title | Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title_full | Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title_fullStr | Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title_full_unstemmed | Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title_short | Augmented Twin-Nonlinear Two-Box Behavioral Models for Multicarrier LTE Power Amplifiers |
title_sort | augmented twin-nonlinear two-box behavioral models for multicarrier lte power amplifiers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3927868/ https://www.ncbi.nlm.nih.gov/pubmed/24624047 http://dx.doi.org/10.1155/2014/762534 |
work_keys_str_mv | AT hammioualid augmentedtwinnonlineartwoboxbehavioralmodelsformulticarrierltepoweramplifiers |