米德尔顿a类噪声几种降噪技术的分析与比较

Md. Sahabul Alam, Bassant Selim, Georges Kaddoum
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引用次数: 8

摘要

脉冲噪声是许多无线、电力线通信(PLC)和智能电网通信系统中常见的障碍,它阻碍系统实现无差错传输。在本文中,我们比较和分析了考虑低密度奇偶校验(LDPC)编码传输的单载波调制的几种米德尔顿a类噪声脉冲抑制技术。为此,我们研究了广泛使用的非线性方法,如裁剪、消隐和裁剪/消隐组合来减轻脉冲噪声的有害影响。尽管这些技术的性能在基于正交频分复用(OFDM)的多载波通信系统中被广泛认可为简单的伯努利-高斯脉冲噪声缓解,但它们在米德尔顿a类噪声方面的缓解能力仍然未知。我们进一步研究了基于对数似然比(LLR)的脉冲噪声抑制。提供的仿真结果突出表明,对于所考虑的情景,基于llr的缓解方案比简单的裁剪/消隐方案具有鲁棒性。此外,我们的结果表明,虽然裁剪比消隐对伯努利-高斯噪声的性能更好,但后者在米德尔顿a类噪声的情况下表现更好。
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Analysis and Comparison of Several Mitigation Techniques for Middleton Class-A Noise
Impulsive noise is a common impediment in many wireless, power line communication (PLC), and smart grid communication systems that prevents the system from achieving error-free transmission. In this paper, we compare and analyze several impulsive noise mitigation techniques for Middleton class-A noise considering single carrier modulation with low-density parity-check (LDPC) coded transmission. For this, we investigate the widely used non-linear methods such as clipping, blanking, and combined clipping/blanking to mitigate the noxious effects of impulsive noise. Although, the performance of these techniques are widely acknowledged for simple Bernoulli-Gaussian impulsive noise mitigation in case of orthogonal frequency division multiplexing (OFDM)-based multi-carrier communication systems, their mitigation capabilities in regards to Middleton class-A noise remains unknown. We further investigate the log-likelihood ratio (LLR)-based impulsive noise mitigation. Simulation results are provided to highlight the robustness of the LLR-based mitigation scheme over simple clipping/blanking schemes for the considered scenario. Moreover, our results show that while clipping performs better than blanking for Bernoulli-Gaussian noise, the later shows better performance in case of Middleton class-A noise.
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