Diseño de un Sistema de Comunicación Digital Tolerante a Fallas, por Medio de Redes RBF. Simulaciones de Comparación con los Algoritmos BCH (7,4,1) de Codificación y Decodificación (Design of a Fault Tolerant Digital Communication System, by means of RBF Networks.Comparison Simulations with the Encoding and Decoding Algorithms BCH (7,4,1))

Hugo Torres Salamea (htorres@uazuay.edu.ec)1, Marcela Jamett Domínguez (marcela.jamett@usach.cl)2, Claudio Urrea Oñate (claudio.urrea@usach.cl)2, John Kern Molina (johnkernm@gmail.com)2


1Grupo de Automática. Departamento de Ingeniería Eléctrica. Universidad de Santiago de Chile, Chile.
2Departamento de Ingeniería Eléctrica. Universidad de Santiago de Chile, Chile.

This paper appears in: Revista IEEE América Latina

Publication Date: Dec. 2014
Volume: 12,   Issue: 8 
ISSN: 1548-0992


Abstract:
This paper presents the design of a BCH encoder (7,4,1) and BCH decoder (7,4,1) with Radial Basis Neural Network as error correction technique for fault tolerant systems, applied in digital communications. The neural network model is exported to Matlab Simulink to test different scenarios, to achieve results equivalent to those described by the BCH algorithm, in an empirical and scalar way.

Index Terms:
Encoder BCH, Decoder BCH, Radial Basis Function Neural Network, Fault Tolerance.   


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