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Modeling of fingerprint characteristics of wireless communication channel

机译:无线通信通道指纹特征建模

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摘要

A novel graphic modeling method of obtaining the fingerprint characteristics of wireless communication channel was provided in the paper. Firstly, discrete Fourier transforms was carried on to the sample data of each channel. And then a three-dimensional image was generated by taking the frequency as X coordinates, the channel number as Y coordinates, and the frequency amplitude as Z coordinates. After the image had been applied to mathematical interpolation, amplitude normalization, extended maximum value filtering, numerical binarization and burr elimination, a binary valued image with fingerprint feature is obtained. Application results showed that this type of fingerprint image can effectively distinguish different scenes of wireless communication.
机译:本文提出了一种新颖的获取无线通信信道指纹特征的图形建模方法。首先,对每个通道的样本数据进行离散傅里叶变换。然后,通过将频率作为X坐标,将通道号作为Y坐标,将频率幅度作为Z坐标来生成三维图像。将图像应用于数学插值,幅度归一化,扩展最大值滤波,数值二值化和毛刺消除之后,获得具有指纹特征的二值图像。应用结果表明,这种指纹图像可以有效地区分不同的无线通信场景。

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