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Impulsive Noise Reduction in Power Line Communication MAC Protocol with Adaptive Filtering Technique Using Network Simulator-3

机译:使用Network Simulator-3的自适应滤波技术降低电力线通信MAC协议中的脉冲噪声

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Power Line Communication (PLC) is one of the communication technologies that uses existing infrastructure for data transmission. Despite the potential to transmit data over power line, there exists a challenge to overcome the effects caused by the impulsive noise. There is a need for impulsive noise reduction to reduce its noise effects and increase the performance of the network. Generally, adaptive filter performs better than any other existing techniques in noise reduction. This study deals with the impulsive noise reduction using the adaptive filter. An adaptive filter using Least Mean Squares (LMS) algorithm is modelled for a PLC-MAC (Medium Access Control) network with 26 nodes using network simulator-3 (ns-3). The performance of this network without the presence of impulsive noise, with the presence of impulsive noise (without noise reduction) and with adaptive noise reduction is compared and analysed.
机译:电力线通信(PLC)是使用现有基础设施进行数据传输的通信技术之一。尽管有可能通过电力线传输数据,但存在挑战以克服由冲动噪声引起的效果。需要脉冲降噪,以降低其噪声效果并提高网络性能。通常,自适应滤波器比任何其他现有的降噪技术更好地执行。本研究涉及使用自适应滤波器的脉冲降噪。使用最小均方(LMS)算法的自适应滤波器是针对使用网络模拟器-3(NS-3)的26个节点的PLC-MAC(媒体访问控制)网络建模。该网络的性能而不存在脉冲噪声,存在脉冲噪声(没有降噪)和具有自适应噪声降低的存在和分析。

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