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A new noise mitigation method based on normalization time frequency peak filtering in broadband power line communication system

机译:宽带电力线通信系统中一种基于归一化时频峰值滤波的降噪新方法

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摘要

In the power line communication system(PLC), due to the commercial PLC modems feature low power transmission and the large amount of noise, the communication system has a very low signal to noise ratio(SNR) which seriously affects the reliability of the signal transmission. Considering the situation of low SNR, this paper presents a noise mitigation method based on normalization time-frequency peak filtering (NTFPF). NTFPF is a signal enhancement method based on the principle of instantaneous frequency estimation and signal normalization. In NTFPF, the observed noisy signal is firstly normalized and transformed to be processed into instantaneous frequency (IF) of the analysis signal by frequency modulation, and then the peak of time-frequency distribution of analysis signal is taken as the estimation of IF for the concentration of time frequency distribution of analysis signal along with IF. Numerical experiments have shown that the NTFPF method has a good performance in PLC system at low SNR.
机译:在电力线通信系统(PLC)中,由于商用PLC调制解调器具有低功率传输和大量噪声的特性,因此通信系统的信噪比(SNR)非常低,严重影响了信号传输的可靠性。针对低信噪比的情况,提出了一种基于归一化时频峰值滤波的噪声抑制方法。 NTFPF是一种基于瞬时频率估计和信号归一化原理的信号增强方法。在NTFPF中,首先将观测到的噪声信号归一化并通过调频将其转换为分析信号的瞬时频率(IF),然后将分析信号的时频分布的峰值作为该信号的IF估计。分析信号的时频分布集中与中频。数值实验表明,NTFPF方法在低信噪比的PLC系统中具有良好的性能。

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