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)

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.

Año de publicación:

2014

Keywords:

• Encoder BCH
• Fault tolerance
• Radial basis function neural network
• Decoder BCH

Fuente:

scopus