Title :
ANN assisted Turbo coding for use with OFDM signals in wireless channels
Author :
Misra, Aradhana ; Sarma, Kandarpa Kumar
Author_Institution :
Deptt. of Electron. & Commun. Technol., Gauhati Univ., Guwahati, India
Abstract :
This paper deals with adding ANN assisted Turbo coding and decoding to OFDM signal for transmission in the wireless channel. Channel coding improves the performance of OFDM signal, but the system design becomes complex due to the iterative decoding technique. The system design can be simplified and made faster by the use of ANN in the coding and decoding process. Simulation is done in MATLAB to analyse the BER performance of Turbo coded OFDM in Rayleigh and Rician fading channel.
Keywords :
OFDM modulation; Rayleigh channels; Rician channels; error statistics; iterative decoding; neural nets; telecommunication computing; turbo codes; ANN assisted turbo coding; BER performance; MATLAB; OFDM signal; Rayleigh fading channel; Rician fading channel; channel coding; decoding; iterative decoding technique; wireless channel; Artificial neural networks; Bit error rate; Decoding; Iterative decoding; OFDM; Rician channels; Turbo codes; ANN; LogMAP Decoder; OFDM; Turbo Code;
Conference_Titel :
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location :
Udaipur
Print_ISBN :
978-1-4577-0239-6
DOI :
10.1109/ETNCC.2011.5958488
