Neural networks and wireless communications modeling

Autores
Rubiolo, Mariano; Stegmayer, Georgina; Chiotti, Omar Juan Alfredo
Año de publicación
2010
Idioma
español castellano
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This paper presents a free software tool that supports the next-generation Mobile Communications, through the automatic generation of models of components and electronic devices based on neural networks. This tool enables the creation, training, validation and simulation of the model directly from measurements made on devices of interest, using an interface totally oriented to non-experts in neural models. The resulting model can be exported automatically to a traditional circuit simulator to test different scenarios.
Fil: Rubiolo, Mariano. Universidad Tecnológica Nacional; Argentina
Fil: Stegmayer, Georgina. Universidad Tecnológica Nacional; Argentina
Fil: Chiotti, Omar Juan Alfredo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo y Diseño. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Instituto de Desarrollo y Diseño; Argentina
Materia
MODELING
NEURAL NETWORKS
SIMULATION
SOFTWARE TOOLS
WIRELESS COMMUNICATIONS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/97704
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/97704
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Neural networks and wireless communications modelingRubiolo, MarianoStegmayer, GeorginaChiotti, Omar Juan AlfredoMODELINGNEURAL NETWORKSSIMULATIONSOFTWARE TOOLSWIRELESS COMMUNICATIONShttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1This paper presents a free software tool that supports the next-generation Mobile Communications, through the automatic generation of models of components and electronic devices based on neural networks. This tool enables the creation, training, validation and simulation of the model directly from measurements made on devices of interest, using an interface totally oriented to non-experts in neural models. The resulting model can be exported automatically to a traditional circuit simulator to test different scenarios.Fil: Rubiolo, Mariano. Universidad Tecnológica Nacional; ArgentinaFil: Stegmayer, Georgina. Universidad Tecnológica Nacional; ArgentinaFil: Chiotti, Omar Juan Alfredo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo y Diseño. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Instituto de Desarrollo y Diseño; ArgentinaInstitute of Electrical and Electronics Engineers2010-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/97704Rubiolo, Mariano; Stegmayer, Georgina; Chiotti, Omar Juan Alfredo; Neural networks and wireless communications modeling; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 8; 5; 9-2010; 486-4921548-0992CONICET DigitalCONICETspainfo:eu-repo/semantics/altIdentifier/url/http://ewh.ieee.org/reg/9/etrans/ieee/issues/vol8/vol8issue5Sept2010/8TLA5_03Rubiolo.pdfinfo:eu-repo/semantics/altIdentifier/doi/10.1109/TLA.2010.5623499info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:22:14Zoai:ri.conicet.gov.ar:11336/97704instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:22:15.281CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Neural networks and wireless communications modeling
title Neural networks and wireless communications modeling
spellingShingle Neural networks and wireless communications modeling
Rubiolo, Mariano
MODELING
NEURAL NETWORKS
SIMULATION
SOFTWARE TOOLS
WIRELESS COMMUNICATIONS
title_short Neural networks and wireless communications modeling
title_full Neural networks and wireless communications modeling
title_fullStr Neural networks and wireless communications modeling
title_full_unstemmed Neural networks and wireless communications modeling
title_sort Neural networks and wireless communications modeling
dc.creator.none.fl_str_mv Rubiolo, Mariano
Stegmayer, Georgina
Chiotti, Omar Juan Alfredo
author Rubiolo, Mariano
author_facet Rubiolo, Mariano
Stegmayer, Georgina
Chiotti, Omar Juan Alfredo
author_role author
author2 Stegmayer, Georgina
Chiotti, Omar Juan Alfredo
author2_role author
author
dc.subject.none.fl_str_mv MODELING
NEURAL NETWORKS
SIMULATION
SOFTWARE TOOLS
WIRELESS COMMUNICATIONS
topic MODELING
NEURAL NETWORKS
SIMULATION
SOFTWARE TOOLS
WIRELESS COMMUNICATIONS
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv This paper presents a free software tool that supports the next-generation Mobile Communications, through the automatic generation of models of components and electronic devices based on neural networks. This tool enables the creation, training, validation and simulation of the model directly from measurements made on devices of interest, using an interface totally oriented to non-experts in neural models. The resulting model can be exported automatically to a traditional circuit simulator to test different scenarios.
Fil: Rubiolo, Mariano. Universidad Tecnológica Nacional; Argentina
Fil: Stegmayer, Georgina. Universidad Tecnológica Nacional; Argentina
Fil: Chiotti, Omar Juan Alfredo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo y Diseño. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Instituto de Desarrollo y Diseño; Argentina
description This paper presents a free software tool that supports the next-generation Mobile Communications, through the automatic generation of models of components and electronic devices based on neural networks. This tool enables the creation, training, validation and simulation of the model directly from measurements made on devices of interest, using an interface totally oriented to non-experts in neural models. The resulting model can be exported automatically to a traditional circuit simulator to test different scenarios.
publishDate 2010
dc.date.none.fl_str_mv 2010-09
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/97704
Rubiolo, Mariano; Stegmayer, Georgina; Chiotti, Omar Juan Alfredo; Neural networks and wireless communications modeling; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 8; 5; 9-2010; 486-492
1548-0992
CONICET Digital
CONICET
url http://hdl.handle.net/11336/97704
identifier_str_mv Rubiolo, Mariano; Stegmayer, Georgina; Chiotti, Omar Juan Alfredo; Neural networks and wireless communications modeling; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 8; 5; 9-2010; 486-492
1548-0992
CONICET Digital
CONICET
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://ewh.ieee.org/reg/9/etrans/ieee/issues/vol8/vol8issue5Sept2010/8TLA5_03Rubiolo.pdf
info:eu-repo/semantics/altIdentifier/doi/10.1109/TLA.2010.5623499
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1846083369776971776
score 13.22299

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