一种低压输电线路彩色背景噪声的抑制方法

Fei Zhong, D. Kang, Xiaoyan Yao, Wenzhou Liu
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引用次数: 1

摘要

在低压电力线通信中,彩色背景噪声的持续存在严重影响电力线通信的信号传输质量,因此对彩色背景噪声的抑制显得尤为重要。本文提出了一种压缩感知彩色背景噪声抑制方法,利用压缩感知重构信号的稀疏结构特性抑制电力线通信中的彩色背景噪声。仿真实验表明,与传统的小波去噪方法相比,CS去噪方法的MSE降低了16.1%,信噪比从22.4db提高到27.9db,提高了12.7%。特别是在信号长度较短的情况下,CS的去噪性能得到大幅度提高,具有明显的优势,可以显著提高电力线传输的通信质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Method for Suppressing Coloured Background Noise in Low-Voltage Power Lines
In low-voltage power line communication, the persistence of coloured background noise seriously affects the signal transmission quality of power line communication, so it is particularly important to suppress coloured background noise. In this paper, a compression-aware coloured background noise suppression method is proposed to suppress the coloured background noise in power line communication by using the sparse structure property of the compression-aware reconstructed signal. Simulation experiments show that, compared with the traditional wavelet denoising method, the CS denoising method reduces MSE by 16.1% and improves SNR from 22.4db to 27.9db, an improvement of 12.7%. Especially in the case of short signal lengths, the denoising performance of CS is substantially improved and has obvious advantages, which can significantly improve the communication quality of power line transmission.
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