跳到主要导航 跳到搜索 跳到主要内容

基于 VMD 自适应模态重组的光学下变频信号分离方法

  • Shiteng Sun
  • , Shuguo Xie*
  • , Yuhang Song
  • , Hanchun Pu
  • *此作品的通讯作者
  • Beihang University

科研成果: 期刊稿件文章同行评审

摘要

Optical down-conversion technology can simultaneously down-convert all electromagnetic signals within a wide frequency band to the low-frequency range for reception, and is a new type of fast reception technology for broadband electromagnetic environments. However, the obtained optical down-conversion signal contains multiple signals with unknown number of sources and different bandwidths. Existing signal separation methods need to know the number of source signals and cannot simultaneously separate narrowband and broadband signals. To achieve automatic separation of optical down-conversion signals, a method for optical down-conversion signal separation based on VMD adaptive mode recombination is proposed. By using spectral segmentation factors and spectral envelope detection, the VMD over decomposition modes of optical down-conversion signals are automatically recombined and signal recombination modes are extracted, achieving the separation of optical down-conversion signals. For optical down-conversion signals containing ordinary pulse signals, WCDMA signals, and linear frequency modulation pulse signals, this method can automatically separate the three types of signals, and the similarity coefficients with the original signal are all higher than 0.97. The experimental results show that the method proposed in this paper does not need to know the number of source signals when separating optical down-conversion signals, and can simultaneously separate multiple source signals with different bandwidths.

投稿的翻译标题Optical down-conversion signal separation method based on VMD adaptive modal recombination
源语言繁体中文
文章编号043020
期刊Qiangjiguang Yu Lizishu/High Power Laser and Particle Beams
36
4
DOI
出版状态已出版 - 2月 2024

关键词

  • optical down-conversion
  • single channel signal separation
  • spectrum envelope detection
  • spectrum segmentation factor
  • variational mode decomposition

学术指纹

探究 '基于 VMD 自适应模态重组的光学下变频信号分离方法' 的科研主题。它们共同构成独一无二的学术指纹。

引用此