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Wide Band Time-Correlated Model for Wireless Communications under Impulsive Noise within Power Substation

机译:电力变电站脉冲噪声下无线通信的宽带时间相关模型

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摘要

The installation of wireless technologies in power substations requirescharacterizing the impulsive noise produced by the high-voltage equipment.Substation impulsive noise might interfere with classic wireless communicationsand none of the existing models can reliably represent this noise in wide band.Previous studies have shown that impulsive noise is characterized by series ofdamped oscillations with the amplitude, the duration and the occurrence timesof the impulses that are random. All these characteristics make this noisetime-correlated and the partitioned Markov chain remains an efficient modelthat can ensure the correlation between the samples. In this study, we proposeto design a partitioned Markov chain to generate an impulsive noise that issimilar to the noise measured in existing substations, in time and frequencydomains. We configure our Markov chain to produce the impulses with the dampedoscillation effect, then, we determine the probability transition matrix andthe distribution of each state of the Markov chain. Finally, we generate noisesamples and we study the distribution of the impulsive noise characteristics.Our Markov chain model can replicate the correlation between the measured noisesamples; also the distributions of the noise characteristics are similar in thesimulations and the measurements.
机译:在变电站中安装无线技术需要表征高压设备产生的脉冲噪声。变电站的脉冲噪声可能会干扰经典的无线通信,并且现有模型都无法在宽带中可靠地表示这种噪声。以前的研究表明,脉冲噪声其特征是一系列阻尼振荡,其振幅,持续时间和出现时间是随机的。所有这些特征使得该噪声时间相关,并且划分的马尔可夫链仍然是可以确保样本之间的相关性的有效模型。在这项研究中,我们提议设计一个分区的马尔可夫链来产生脉冲噪声,该脉冲噪声在时域和频域上类似于在现有变电站中测得的噪声。我们配置马尔可夫链以产生具有阻尼振荡效应的脉冲,然后确定概率转移矩阵和马尔可夫链各状态的分布。最后,我们生成了噪声样本,并研究了脉冲噪声特征的分布。我们的马尔可夫链模型可以复制测得的噪声样本之间的相关性。在仿真和测量中,噪声特性的分布也相似。

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