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计算机工程 ›› 2010, Vol. 36 ›› Issue (24): 84-86. doi: 10.3969/j.issn.1000-3428.2010.24.030

• 网络与通信 • 上一篇    下一篇

短波信号检测中的形态学预处理算法

陈含欣,崔伟亮,江 桦   

  1. (解放军信息工程大学信息工程学院,郑州 450002)
  • 出版日期:2010-12-20 发布日期:2010-12-14
  • 作者简介:陈含欣(1982-),男,硕士研究生,主研方向:通信信号处理,软件无线电;崔伟亮,工程师、博士研究生;江 桦,教授、博士生导师

Morphology Pre-processing Algorithm in Short Wave Signal Detection

CHEN Han-xin, CUI Wei-liang, JIANG Hua   

  1. (Institute of Information Engineering, PLA Information Engineering University, Zhengzhou 450002, China)
  • Online:2010-12-20 Published:2010-12-14

摘要: 针对信号检测中色噪声干扰和多谱峰信号的判断问题,通过研究实际短波信道特性和信号频谱特征,提出一种将频谱作为一维灰度图像进行形态学滤波的预处理算法,应用顶帽变换进行白化滤波,通过闭运算进行信号增强。仿真实验结果表明,该算法能在复杂的短波信道环境下较好地抑制色噪声干扰,实现对弱信号和多谱峰信号的有效检测。

关键词: 信号检测, 形态学, 色噪声抑制, 多谱峰信号

Abstract: Aiming at the problems of colored noise interruption and multi-spectral peak signals judgment in signal detection, this paper proposes a pre-processing algorithm for signal detection based on morphology, which treats the spectrum as one-dimensional gray-scale image. With regard to character of short wave channel and signal spectrum, it whitens colored noise by employing Top-Hat transform, and enhances signals by applying closing operation. Simulation experimental results show that colored noise can be suppressed, and weak signals and multi-spectral peak signals are reliably detected in complicated short wave channel environment.

Key words: signal detection, morphology, colored noise suppressing, multi-spectral peak signal

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