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Journal of Terahertz Science and Electronic Information Technology , Volume. 20, Issue 12, 1249(2022)

Generative adversarial network based data augmentation and its application in few-shot electromagnetic signal classification

ZHOU Huaji1,2、*, JIAO Licheng1, XU Jie2, SHENG Weiguo2, WANG Wei2, and LOU Caiyi2
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    ZHOU Huaji, JIAO Licheng, XU Jie, SHENG Weiguo, WANG Wei, LOU Caiyi. Generative adversarial network based data augmentation and its application in few-shot electromagnetic signal classification[J]. Journal of Terahertz Science and Electronic Information Technology , 2022, 20(12): 1249

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    Received: Jul. 6, 2021

    Accepted: --

    Published Online: Feb. 17, 2023

    The Author Email: Huaji ZHOU (zhouhuaji1988@sina.com)

    DOI:10.11805/tkyda2021271

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology