Title :
Robust initial LLRs for iterative decoders in presence of non-Gaussian noise
Author :
Ayyar, Arun ; Lentmaier, Michael ; Giridhar, K. ; Fettweis, Gerhard
Author_Institution :
Dept. of Electr. Engg, Indian Inst. of Technol. Madras, Chennai, India
fDate :
June 28 2009-July 3 2009
Abstract :
We consider the decoding of LDPC codes in presence of non-Gaussian noise, especially a set of ¿-mixture models. For each of these models, the optimal LLRs are presented. We study the performance degradation due to the use of incorrect LLR in presence of a given noise model. Without modifying the existing LDPC decoder, we propose robust initial LLR which require minimum knowledge about the underlying noise model and are computationally less complex. Since BER simulations are computationally heavy, we use density evolution to compare the thresholds of different LLRs.
Keywords :
Gaussian noise; error statistics; iterative decoding; parity check codes; BER simulations; LDPC codes; density evolution; iterative decoders; non-Gaussian noise; performance degradation; robust initial LLR; Base stations; Computational modeling; Degradation; Gaussian noise; Interchannel interference; Iterative decoding; Mobile communication; Noise robustness; Parity check codes; Working environment noise;
Conference_Titel :
Information Theory, 2009. ISIT 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4312-3
Electronic_ISBN :
978-1-4244-4313-0
DOI :
10.1109/ISIT.2009.5205626