Journal of Terahertz Science and Electronic Information Technology , Volume. 21, Issue 9, 1100(2023)

Design of lightweight model for Specific Emitter Identification of ADS-B signal

WANG Yihui1,2, YAN Wenjun1, XU Congan1,3, ZHA Haoran4, GUI Guan5, CHEN Xuemei3, and GE Liang6
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
  • 5[in Chinese]
  • 6[in Chinese]
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    References(6)

    [1] [1] XING Yuexiu, HU Aiqun, ZHANG Junqing, et al. Design of a robust radio-frequency fingerprint identification scheme for multimode LFM radar[J]. IEEE Internet of Things Journal, 2020,7(10):10581-10593.

    [4] [4] LIU Mingwei, DOHERTY J F. Nonlinearity estimation for specific emitter identification in multipath channels[J]. IEEE Transactions on Information Forensics and Security, 2011,6(3):1076-1085.

    [8] [8] CHEN Peibo, GUO Yulan, LI Gang, et al. Discriminative adversarial networks for specific emitter identification[J]. Electronics Letters, 2020,56(9):438-441.

    [9] [9] KANG Qi, CHEN Xiaoshuang, LI Sisi, et al. A noise-filtered under-sampling scheme for imbalanced classification[J]. IEEE Transactions on Cybernetics, 2017,47(12):4263-4274.

    [10] [10] HOU Yun, LI Li, LI Bailin, et al. An anti-noise ensemble algorithm for imbalance classification[J]. Intelligent Data Analysis, 2019,23(6):1205-1217.

    [12] [12] HAN Kai, WANG Yunhe, TIAN Qi, et al. GhostNet: more features from cheap operations[C]// 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR). Seattle,WA,USA:IEEE, 2020:1577-1586.

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    WANG Yihui, YAN Wenjun, XU Congan, ZHA Haoran, GUI Guan, CHEN Xuemei, GE Liang. Design of lightweight model for Specific Emitter Identification of ADS-B signal[J]. Journal of Terahertz Science and Electronic Information Technology , 2023, 21(9): 1100

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    Paper Information

    Received: Mar. 28, 2023

    Accepted: --

    Published Online: Jan. 19, 2024

    The Author Email:

    DOI:10.11805/tkyda2023077

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