Modelado de Comunicaciones Móviles y Redes Neuronales Artificiales (Neural Networks and Wireless Communications Modeling)

Mariano Rubiolo (), Georgina Stegmayer (georginassm@yahoo.com), Omar Chiottti ()


CIDISI-UTN-FRSF-Lavaise 610-3000-Santa Fe
This paper appears in: Revista IEEE América Latina

Publication Date: Sept. 2010
Volume: 8,   Issue: 5 
ISSN: 1548-0992


Abstract:
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.

Index Terms:
wireless communications, modeling, simulation, neural networks, software tools,   


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