Neural networks applied to wireless communications

This paper presents a time-delayed neural network (TDNN) model that has the capability of learning and predicting the dynamic behavior of nonlinear elements that compose a wireless communication system. This model could help speeding up system deployment by reducing modeling time. This paper present...

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Detalles Bibliográficos
Autores principales: Stegmayer Machado, Georgina S., Chiotti, Omar Juan Alfredo
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2006
Materias:
Ciencias Informáticas
Neural nets
Wireless communication
time-delayed neural network (TDNN)
nonlinear elements
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/23876
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-23876
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Neural nets
Wireless communication
time-delayed neural network (TDNN)
nonlinear elements
spellingShingle Ciencias Informáticas
Neural nets
Wireless communication
time-delayed neural network (TDNN)
nonlinear elements
Stegmayer Machado, Georgina S.
Chiotti, Omar Juan Alfredo
Neural networks applied to wireless communications
topic_facet Ciencias Informáticas
Neural nets
Wireless communication
time-delayed neural network (TDNN)
nonlinear elements
description This paper presents a time-delayed neural network (TDNN) model that has the capability of learning and predicting the dynamic behavior of nonlinear elements that compose a wireless communication system. This model could help speeding up system deployment by reducing modeling time. This paper presents results of effective application of the TDNN model to an amplifier, part of a wireless transmitter.
format Objeto de conferencia
Objeto de conferencia
author Stegmayer Machado, Georgina S.
Chiotti, Omar Juan Alfredo
author_facet Stegmayer Machado, Georgina S.
Chiotti, Omar Juan Alfredo
author_sort Stegmayer Machado, Georgina S.
title Neural networks applied to wireless communications
title_short Neural networks applied to wireless communications
title_full Neural networks applied to wireless communications
title_fullStr Neural networks applied to wireless communications
title_full_unstemmed Neural networks applied to wireless communications
title_sort neural networks applied to wireless communications
publishDate 2006
url http://sedici.unlp.edu.ar/handle/10915/23876
work_keys_str_mv AT stegmayermachadogeorginas neuralnetworksappliedtowirelesscommunications
AT chiottiomarjuanalfredo neuralnetworksappliedtowirelesscommunications
bdutipo_str Repositorios
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