Title :
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
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;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2014.7014502
