LDPC-COFDM for PLC in Non-Gaussian Noise Using LLRs Derived from Effective Noise PDFs

In this study, the performance of irregular low-density parity check (LDPC) coded orthogonal frequency division multiplexing (COFDM) utilising 4096 quadrature amplitude modulation (4096-QAM) is investigated over multipath power-line communication (PLC) channel. The effective complex-valued ratio distributions of the noise samples at the zero-forcing equaliser output considering both frequency-selective multipath PLCs, background and impulsive noise are derived, in addition to the condition for optimum detection of 4096-QAM and the bit error rate (BER). Moreover, the performance of the LDPC decoder is improved by computing the log-likelihood ratios (LLRs) required for soft decoding based on the derived probability density functions. Numerical results obtained using the newly derived LLRs demonstrate a significant performance improvement compared to the conventional receiver that uses blanking impulsive noise mitigation method and LLR computed based on the Gaussian distribution. Furthermore, EXtrinsic Information Transfer chart analysis demonstrates that the proposed approach requires fewer iterations for convergence compared to the conventional receiver. Finally, utilising channel bandwidth of 22.4 MHz, the proposed system offers an improvement of 111 Mbps over the conventional system to reach a maximum data throughput of 256 Mbps for a signal-to-noise ratio of 39 dB and BER of 10 -5 .

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

[2]  Stephan ten Brink,et al.  Design of low-density parity-check codes for modulation and detection , 2004, IEEE Transactions on Communications.

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

[4]  Manav R. Bhatnagar,et al.  PLC Performance Analysis Over Rayleigh Fading Channel Under Nakagami- $m$ Additive Noise , 2014, IEEE Communications Letters.

[5]  Arafat J. Al-Dweik,et al.  BER Reduction of OFDM Based Broadband Communication Systems over Multipath Channels with Impulsive Noise , 2013, IEEE Transactions on Communications.

[6]  N. Theethayi,et al.  Broadband Power Line Communications Systems: Theory and Applications , 2010 .

[7]  Yifan Chen,et al.  Linear Combining of Nonlinear Preprocessors for OFDM-Based Power-Line Communications , 2016, IEEE Transactions on Smart Grid.

[8]  Manav R. Bhatnagar,et al.  Performance Evaluation of PLC Under the Combined Effect of Background and Impulsive Noises , 2015, IEEE Communications Letters.

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

[10]  Joong Bum Rhim,et al.  Fountain Codes , 2010 .

[11]  Mark E. Hazen,et al.  The Technology Behind HomePlug AV Powerline Communications , 2008, Computer.

[12]  K. Dostert,et al.  Analysis and modeling of impulsive noise in broad-band powerline communications , 2002 .

[13]  Dario Fertonani,et al.  Theoretical Limits and Practical Detection Schemes for Markovian-Gaussian Channels , 2008, 2008 IEEE International Conference on Communications.

[14]  Youngsun Kim,et al.  Closed-Form Expression of Nakagami-Like Background Noise in Power-Line Channel , 2008, IEEE Transactions on Power Delivery.

[15]  K.T. Muthanna,et al.  Transformer insulation life assessment , 2006, IEEE Transactions on Power Delivery.

[16]  Khaled M. Rabie,et al.  On Improving Communication Robustness in PLC Systems for More Reliable Smart Grid Applications , 2015, IEEE Transactions on Smart Grid.

[17]  Srinivas Katar,et al.  Homeplug AV and IEEE 1901: A Handbook for PLC Designers and Users , 2013 .

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

[19]  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..

[20]  Khaled M. Rabie,et al.  Dynamic Peak-Based Threshold Estimation Method for Mitigating Impulsive Noise in Power-Line Communication Systems , 2013, IEEE Transactions on Power Delivery.

[21]  Khaled A. S. Abdel-Ghaffar,et al.  On algebraic construction of Gallager and circulant low-density parity-check codes , 2004, IEEE Transactions on Information Theory.

[22]  Robert G. Gallager,et al.  Low-density parity-check codes , 1962, IRE Trans. Inf. Theory.

[23]  Jacques Dutka,et al.  The early history of the factorial function , 1991 .

[24]  Stephan ten Brink,et al.  Convergence behavior of iteratively decoded parallel concatenated codes , 2001, IEEE Trans. Commun..

[25]  I. S. Gradshteyn,et al.  Table of Integrals, Series, and Products , 1976 .

[26]  Christina Kluge,et al.  Data Reduction And Error Analysis For The Physical Sciences , 2016 .

[27]  F.-N. Pavlidou,et al.  Modeling the Noise on the OFDM Power-Line Communications System , 2010, IEEE Transactions on Power Delivery.

[28]  D. Rajan Probability, Random Variables, and Stochastic Processes , 2017 .

[29]  H. Meng,et al.  Modeling and analysis of noise effects on broadband power-line communications , 2005, IEEE Transactions on Power Delivery.

[30]  Ying-Ren Chien,et al.  Iterative Channel Estimation and Impulsive Noise Mitigation Algorithm for OFDM-Based Receivers With Application to Power-Line Communications , 2015, IEEE Transactions on Power Delivery.