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Analysis of DFT-based frequency excision algorithms for direct-sequence spread-spectrum communications

机译:直接序列扩频通信中基于DFT的频率切除算法分析

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摘要

The capacity of direct-sequence spread-spectrum modulation to reject narrow-band interference can be significantly improved by eliminating narrow-band energy at the receiver in a process called frequency excision. This paper considers several algorithms that operate on the real-time discrete Fourier transform (DFT) of the received signal to perform frequency excision. The case in which only the signal and additive white Gaussian noise (AWGN) are present at the receiver is considered as a means of comparing the relative performance of different algorithms that operate without knowledge of the power spectral density of the interference. An approach for analysis, using the postcorrelation signal-to-noise ratio (SNR) as the figure of merit, is presented that is valid for a broad class of spreading modulations. First, the algorithm that sets a fixed fraction of the frequency domain record to zero is examined using rank-order statistics as an analytical tool. This result is then generalized to confirm previous estimates of SNR degradation for the algorithm that sets all values that exceed a threshold to zero. These results are again generalized to apply to the algorithm that sets a fixed fraction of the band to a fixed amplitude while retaining phase information in an algorithm called fraction clip. The relative performances of several clip algorithm options are derived as special cases. Finally, a performance measure of the algorithms in the presence of multiple narrow-band interference is provided and illustrated with an example.
机译:通过在称为“频率切除”的过程中消除接收器处的窄带能量,可以显着提高直接序列扩频调制拒绝窄带干扰的能力。本文考虑了几种对接收信号进行实时离散傅里叶变换(DFT)进行频率切除的算法。在接收机处仅出现信号和加性高斯白噪声(AWGN)的情况被认为是一种比较不同算法的相对性能的方法,这些算法在不了解干扰功率谱密度的情况下工作。提出了一种使用后相关信噪比(SNR)作为品质因数的分析方法,该方法对于一类广泛的扩展调制有效。首先,使用等级统计作为分析工具来检查将频域记录的固定部分设置为零的算法。然后将该结果概括为针对该算法的SNR降级的先前估计,该算法将所有超过阈值的值设置为零。再次将这些结果推广到适用于将频带的固定分数设置为固定幅度的算法,同时在称为分数剪辑的算法中保留相位信息的算法。几种裁剪算法选项的相对性能是作为特殊情况得出的。最后,提供了在存在多个窄带干扰的情况下算法的性能度量,并通过示例进行了说明。

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