Non-binary LDPC coded OFDM in impulsive power line channels

In this paper, we propose Irregular Non-Binary Low Density Parity Check (IR-NB-LDPC) codes with Signed Log Fast Fourier Transform (SL-FFT) decoding algorithm to overcome the harsh environment of power-line communication (PLC) channels. Their performance is compared with Irregular Binary LDPC (IR-B-LDPC) codes using the Sum Product algorithm (SPA). The sparse parity check matrix H of both codes are constructed using progressive edge growth (PEG) algorithm with a novel initialization of the apriori log likelihood ratios (LLR) of each decoder to mitigate the highly impulsive noise in PLC channels. Numerical performance results obtained via simulations show that the proposed system at bit error rate of 10-4 achieves a coding gain of more than 21 dB compared to uncoded system and more than 6 dB compared to IR-B-LDPC codes for the same block length in bits and rates, however, this is accomplished with higher decoding complexity.

[1]  Radford M. Neal,et al.  Near Shannon limit performance of low density parity check codes , 1996 .

[2]  Monisha Ghosh,et al.  Analysis of the effect of impulse noise on multicarrier and single carrier QAM systems , 1996, IEEE Trans. Commun..

[3]  D. Mackay,et al.  Low density parity check codes over GF(q) , 1998, 1998 Information Theory Workshop (Cat. No.98EX131).

[4]  Ajay Dholakia,et al.  Efficient implementations of the sum-product algorithm for decoding LDPC codes , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[5]  Klaus Dostert,et al.  A multipath model for the powerline channel , 2002, IEEE Trans. Commun..

[6]  Fambirai Takawira,et al.  Fourier Transform Decoding of Non-Binary LDPC Codes , 2004 .

[7]  Evangelos Eleftheriou,et al.  Regular and irregular progressive edge-growth tanner graphs , 2005, IEEE Transactions on Information Theory.

[8]  S. Denno,et al.  A decoding for low density parity check codes over impulsive noise channels , 2005, International Symposium on Power Line Communications and Its Applications, 2005..

[9]  A. Vinck for POWER LINE COMMUNICATIONS , 2006 .

[10]  Sergey V. Zhidkov,et al.  Analysis and comparison of several simple impulsive noise mitigation schemes for OFDM receivers , 2008, IEEE Transactions on Communications.

[11]  Nikoleta Andreadou,et al.  Mitigation of Impulsive Noise Effect on the PLC Channel With QC–LDPC Codes as the Outer Coding Scheme , 2010, IEEE Transactions on Power Delivery.

[12]  John Newbury,et al.  Power line communications : theory and applications for narrowband and broadband communications over power lines , 2010 .

[13]  David Declercq,et al.  Multi-relay cooperative NB-LDPC coding with non-binary repetition codes over block-fading channels , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[14]  Laurent Schmalen,et al.  High speed decoding of non-binary irregular LDPC codes using GPUs , 2013, SiPS 2013 Proceedings.

[15]  N. Andreadou,et al.  On the Mitigation of Impulsive Noise in Power-Line Communications With LT Codes , 2013, IEEE Transactions on Power Delivery.