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)

Author

Torres, H. ; Jamett, Marcela ; Urrea, Claudio ; Kern, J.

Author_Institution

Dept. de Ing. Electr., Univ. de Santiago de Chile, Santiago, Chile

Volume

12

Issue

8

fYear

2014

fDate

Dec. 2014

Firstpage

1365

Lastpage

1374

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.

Keywords

BCH codes; digital communication; encoding; fault tolerance; radial basis function networks; BCH decoder; BCH encoder; RBF networks; decoding algorithms; encoding algorithms; error correction technique; fault tolerant digital communication system; radial basis neural network; Bit error rate; Fault tolerance; Fault tolerant systems; Integrated circuit modeling; Irrigation; RNA; Vectors; Decoder BCH; Encoder BCH; Fault Tolerance; Radial Basis Function Neural Network;

fLanguage

English

Journal_Title

Latin America Transactions, IEEE (Revista IEEE America Latina)

Publisher

ieee

ISSN

1548-0992

Type

jour

DOI

10.1109/TLA.2014.7014502

Filename

7014502