Electronics Optics & Control, Volume. 31, Issue 11, 34(2024)

Specific Radar Emitter Identification in Open-Set Environment Based on EfficientNet-WGANomaly

SUN Jiajie... CUI Liangzhong, LYU Xiao and NIU Yameng |Show fewer author(s)
Author Affiliations
  • School of Electronic Engineering, Naval University of Engineering, Wuhan 430000, China
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    References(10)

    [1] [1] ZHANG J W, WANG F G, DOBRE O A, et al. Specific emitter identification via Hilbert-Huang transform in single-hop and relaying scenarios[J]. IEEE Transactions on Information Forensics and Security, 2016, 11(6): 1192-1205.

    [2] [2] SATIJA U,TRIVEDI N,BISWAL G,et al. Specific emitter identification based on variational mode decomposition and spectral features in single hop and relaying scenarios[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(3): 581-591.

    [10] [10] TAN M X, LE Q V. EfficientNet: rethinking model scaling for convolutional neural networks[R]. Los Alamos: arXiv Preprint, 2019: arXiv: 1905.11946v5.

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    [15] [15] AKCAY S, ATAPOUR-ABARGHOUEI A, BRECKON T P. GANomaly: semi-supervised anomaly detection via adversarial training[C]//JAWAHAR C, LI H D, MORI G, et al. Computer Vision-ACCV 2018. Cham: Springer, 2018: 622-637.

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    SUN Jiajie, CUI Liangzhong, LYU Xiao, NIU Yameng. Specific Radar Emitter Identification in Open-Set Environment Based on EfficientNet-WGANomaly[J]. Electronics Optics & Control, 2024, 31(11): 34

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    Paper Information

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    Received: Aug. 24, 2023

    Accepted: Jan. 2, 2025

    Published Online: Jan. 2, 2025

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2024.11.005

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