Title :
Neural network based software for calculation BER parameter of DVB-T receiver
Author :
Milijic, M. ; Milovanovic, Bratislav ; Stankovic, Zoran
Author_Institution :
Fac. of Electron. Eng., Univ. of Nis, Niš, Serbia
Abstract :
A presented software for calculation BER parameter of DVB-T receiver is based on a neural network. The neural network is developed using data of simulated BER parameter for DVB-T receiver with minimum input level sensitivity in Advanced Design System software. The developed neural network results match the values of BER parameter obtained by Advanced Design System software. Moreover, its simulation time is significantly less than the time to determine BER parameter using Advanced Design System software. Also, the neural network has capability to easy integrate with general-purpose programming language resulting in user-friendly tool for accurate and fast generation of results.
Keywords :
digital video broadcasting; error statistics; neural nets; programming languages; radio receivers; telecommunication computing; Advanced Design System software; DVB-T receiver; bit error rate; general-purpose programming language; input level sensitivity; neural network based software; user-friendly tool; Biological neural networks; Bit error rate; Digital video broadcasting; Neurons; Noise; Receivers; Software; BER parameter; DVB-T receiver; neural network;
Conference_Titel :
Telecommunications Forum (TELFOR), 2012 20th
Conference_Location :
Belgrade
Print_ISBN :
978-1-4673-2983-5
DOI :
10.1109/TELFOR.2012.6419342