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Asynchronous impulsive noise mitigation based on subspace support estimation for PLC systems

机译:基于子空间支持估计的PLC系统异步脉冲噪声抑制

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摘要

An asynchronous impulsive noise mitigation algorithm is proposed for power line communication (PLC) systems. Multiple techniques have been proposed in the literature in order to mitigate asynchronous impulsive noise to enable PLC, e.g., in smart grid applications. Most of the schemes proposed so far are based on non-linear methods, such as clipping and nulling. Even though these non-linear schemes reduce bit error rate (BER) by a significant amount, it will be shown in this paper that they can be easily outperformed by the proposed linear method. The performance improvement of the proposed algorithm comes from the fact that the identification of true locations of impulsive noise samples is very accurate, so that the reduction of the impulsive noise is only carried out at the truly contaminated samples of the received signal. This approach avoids typical problems encountered in clipping and nulling algorithms, where samples besides the ones containing the impulsive noise are also affected, thus creating additional distortion in the received signal. The superior performance of the proposed scheme is demonstrated via numerical simulations.
机译:提出了一种用于电力线通信(PLC)系统的异步脉冲噪声抑制算法。在文献中已经提出了多种技术,以便减轻异步脉冲噪声,以使得例如在智能电网应用中的PLC成为可能。迄今为止,提出的大多数方案都是基于非线性方法,例如削波和清零。即使这些非线性方案可将误码率(BER)大大降低,但本文仍将证明,采用所提出的线性方法可以轻松地胜过它们。所提出算法的性能改进来自以下事实:脉冲噪声样本的真实位置的识别非常准确,因此仅在接收信号的真正污染样本处执行脉冲噪声的降低。这种方法避免了削波和调零算法中遇到的典型问题,在这些算法中,除包含脉冲噪声的样本外,样本也会受到影响,从而在接收信号中产生额外的失真。通过数值仿真证明了该方案的优越性能。

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