Polar codes based OFDM-PLC systems in the presence of middleton class-A noise

Ammar Hadi, Khaled Maaiuf Rabie, E. Alsusa
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引用次数: 17

Abstract

The performance of power line communication (PLC) systems suffer mainly from non-Gaussian noise, commonly referred to as impulsive noise. To reduce the effect of this noise, various channel coding techniques have been studied in the literature over PLC channels. Unlike existing works, in this paper we investigate the performance and robustness of polar codes over impulsive noise PLC channels for different codeword lengths and noise scenarios in orthogonal frequency division multiplexing (OFDM) systems. In particular, insightful comparisons between hard decision (HD) decoding and soft decision (SD) decoding for the proposed system are made. Furthermore, we investigate the blanking and clipping techniques with polar codes for impulsive noise mitigation. In addition, for the sake of comparison, results for LDPC coding are also presented. The results show that polar codes can considerably improve the performance of PLC systems. It will also be demonstrated that SD decoding offers better performance than HD decoding and that as the codeword length is increased, the performance can be further improved.
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基于极性码的OFDM-PLC系统存在米德尔顿a类噪声
电力线通信(PLC)系统的性能主要受到非高斯噪声的影响,通常称为脉冲噪声。为了减少这种噪声的影响,各种信道编码技术已经在PLC信道上进行了研究。与现有工作不同,本文研究了正交频分复用(OFDM)系统中不同码字长度和噪声情况下极性码在脉冲噪声PLC信道上的性能和鲁棒性。特别地,对所提出的系统的硬决策(HD)解码和软决策(SD)解码进行了深刻的比较。此外,我们还研究了用极性码进行脉冲噪声抑制的消隐和裁剪技术。此外,为了便于比较,还给出了LDPC编码的结果。结果表明,极性码可以显著提高PLC系统的性能。还将证明SD解码比HD解码提供更好的性能,并且随着码字长度的增加,性能可以进一步提高。
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