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Modulation classification method for frequency modulation signals based on the time–frequency distribution and CNN

  • Published:2018-02 Issue:2 Volume:12 Page:244-249
  • ISSN:1751-8792
  • Container-title:IET Radar, Sonar & Navigation
  • language:en
  • Short-container-title:IET Radar, Sonar & Navigation

Author:

Zhang Juan1,Li Yong2,Yin Junping3

Affiliation:

1. School of Mathematical SciencesBeijing Normal UniversityNo. 19, XinJieKouWai Street, HaiDian DistrictBeijingPeople's Republic of China

2. School of StatisticsBeijing Normal UniversityNo. 19, XinJieKouWai Street, HaiDian DistrictBeijingPeople's Republic of China

3. Institute of Applied Physics and Computational MathematicsNo. 6, HuaYuan Street, HaiDian DistrictBeijingPeople's Republic of China

Funder

National Natural Science Foundation of China

Publisher

Institution of Engineering and Technology (IET)

Subject

Electrical and Electronic Engineering

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1. A Multiscale Dual Attention Sparse Dual Network for Time-Frequency Image Denoising of Radar Signal;IEEE Sensors Journal;2024-07-15

2. An Integrated Toolbox of Time-Frequency Techniques for Preprocessing in AI Networks;Lecture Notes in Networks and Systems;2024

3. Radar Signal Recognition Based on Dual-Channel Model With HOG Feature Extraction;IEEE Journal on Miniaturization for Air and Space Systems;2023-12

4. Semisupervised Deep Features of Time-Frequency Maps for Multimodal Emotion Recognition;International Journal of Intelligent Systems;2023-11-13

5. Swin Transformer-based Time-Frequency Image Classification of Frequency Hopping Modulated Signals;2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS);2023-07-07
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