• Journal of Terahertz Science and Electronic Information Technology
  • Vol. 19, Issue 4, 556 (2021)
WANG Meiyu1、* and TIAN Qiao2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.11805/tkyda2021214 Cite this Article
    WANG Meiyu, TIAN Qiao. Transfer learning for electromagnetic target recognition[J]. Journal of Terahertz Science and Electronic Information Technology , 2021, 19(4): 556 Copy Citation Text show less
    References

    [1] SECMEN M,TASGETIREN M F. Ensemble of differential evolution algorithms for electromagnetic target recognition problem[J]. IET Radar,Sonar & Navigation, 2013,7(7):780-788.

    [4] GOODFELLOW I,BENGIO Y,COURVILLE A,et al. Deep learning[M]. Cambridge:MIT Press, 2016.

    [5] LECUN Y,BENGIO Y,HINTON G. Deep learning[J]. Nature, 2015,521(7553):436-444.

    [6] ALZAHED A M,ANTAR Y M M,MIKKI S M. Electromagnetic deep learning technology for radar target identification[C]// 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting. Atlanta,GA, USA:IEEE, 2019:579-580.

    [7] MATUSZEWSKI J,PIETROW D. Recognition of electromagnetic sources with the use of deep neural networks[C]// XII Conference on Reconnaissance and Electronic Warfare Systems. 2019:110550D.

    [8] CHEN S,WANG H. SAR target recognition based on deep learning[C]// 2014 International Conference on Data Science and Advanced Analytics(DSAA). Shanghai,China:IEEE, 2014:541-547.

    [9] WANG M,LIN Y,TIAN Q,et al. Transfer learning promotes 6G wireless communications:recent advances and future challenges[J]. IEEE Transactions on Reliability, 2021(99):1-18.

    [11] KUZDEBA S,ROBINSON J,CARMACK J. Transfer learning with radio frequency signals[C]// 2021 IEEE 18th Annual Consumer Communications & Networking Conference(CCNC). Las Vegas,NV,USA:IEEE, 2021:1-9.

    [12] ZHA H,TIAN Q,LIN Y. Real-world ADS-B signal recognition based on Radio Frequency fingerprinting[C]// 2020 IEEE 28th International Conference on Network Protocols(ICNP). Madrid,Spain:IEEE, 2020:1-6.

    WANG Meiyu, TIAN Qiao. Transfer learning for electromagnetic target recognition[J]. Journal of Terahertz Science and Electronic Information Technology , 2021, 19(4): 556
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