A Novel Jamming Signal Recognition Method Based on Data Augmentation Using 1D-GAN under Small Sample Condition

被引:0
|
作者
Yu, Lei [1 ]
Li, Jiaqi [1 ]
Wei, Yinsheng [1 ]
机构
[1] Harbin Institute of Technology, School of Electronics and Information Engineering, Harbin, China
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Convolution - Convolutional neural networks - Deep learning - III-V semiconductors - Jamming - Tracking radar
引用
收藏
相关论文
共 50 条
  • [11] A Small Sample Data Augmentation Method for Multivariate Degradation Equipment Based on TimeGAN and OCSVM
    Sun C.-F.
    Lü W.-M.
    Dai H.-D.
    Zhang H.-C.
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2022, 50 (11): : 2678 - 2687
  • [12] Product Operating Performance Prediction Based on Small-sample Data Augmentation Method
    Liu Z.
    Zhang N.
    Qiu C.
    Tan J.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2024, 60 (06): : 11 - 20
  • [13] A GAN-based method for diagnosing bodywork spot welding defects in response to small sample condition
    Chen, Geng
    Sheng, Buyun
    Fu, Gaocai
    Chen, Xiangxiang
    Zhao, Guangde
    APPLIED SOFT COMPUTING, 2024, 157
  • [14] Threat assessment method of warships formation air defense based on DBN under the condition of small sample data missing
    Sun H.
    Xie X.
    Sun T.
    Zhang L.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (06): : 1300 - 1308
  • [15] Time series data augmentation method of small sample based on optimized generative adversarial network
    Liu, Dongsheng
    Wu, Yuting
    Hong, Deyan
    Wang, Siting
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (27):
  • [16] Novel virtual sample generation using conditional GAN for developing soft sensor with small data
    Zhu, Qun-Xiong
    Hou, Kun-Rui
    Chen, Zhong-Sheng
    Gao, Zi-Shu
    Xu, Yuan
    He, Yan-Lin
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021, 106
  • [17] Data Augmentation Method for Transformer Fault Based on Improved Auto-Encoder Under the Condition of Insufficient Data
    Ge L.
    Liao W.
    Wang Y.
    Song L.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2021, 36 : 84 - 94
  • [18] A data prediction method under small sample condition by combining neural network and grey system methods
    Fu Jihua
    Tong Jie
    Wang Qian
    Wang Zhongyu
    FOURTH INTERNATIONAL SEMINAR ON MODERN CUTTING AND MEASUREMENT ENGINEERING, 2011, 7997
  • [19] System Effectiveness Evaluation Method Based on GA-BP under the Condition of Small Sample
    Chen, Deng
    Chen, Chuxiang
    Zhou, Chunhua
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 5928 - 5933
  • [20] Automobile Driver Fatigue Detection Method Based on Facial Image Recognition under Single Sample Condition
    Xiao, Cangyan
    Han, Liu
    Chen, Shuzhao
    SYMMETRY-BASEL, 2021, 13 (07):