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Discontinuity Preserving Noise Removal Method based on Anisotropic Diffusion for Band Pass Signals

机译:基于带通信号各向异性扩散的不连续保持噪声消除方法

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摘要

nonlinear discontinuity-preserving method for noise removal for band pass signals such as signals modulated with Binary Phase-Shift Keying (BPSK) modulation is proposed in this paper. This method is inspired by the anisotropic diffusion algorithm to remove noise and preserve discontinuities in band pass signals modulated with a single frequency. It is demonstrated here that nonlinear noise removal method for a real valued band pass signal requires a solution for a nonlinear partial differential equation which is of fourth order in space and second order in time. The results presented in this work show better performance in nonlinear noise removal for real valued band pass signals in comparison with the previous work in the literature.
机译:本文提出了一种非线性保持不连续性的方法来去除带通信号,例如二进制相移键控(BPSK)调制的信号。该方法的灵感来自于各向异性扩散算法,可消除噪声并保留以单个频率调制的带通信号中的不连续性。在此证明,用于实值带通信号的非线性噪声去除方法需要求解非线性偏微分方程,该方程在空间上为四阶,在时间上为二阶。与文献中的先前工作相比,这项工作中提出的结果显示了在对实值带通信号进行非线性噪声去除方面的更好性能。

著录项

  • 作者

    Mahmoodi Sasan;

  • 作者单位
  • 年度 100
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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