Electronics Optics & Control, Volume. 29, Issue 2, 108(2022)

A Radar Emitter Identification Algorithm Based on Random Forest

LIU Yilin1...2, LI Shengyong1, LI Weipeng1,3, LIN Xiaohong1 and MAO Dun1 |Show fewer author(s)
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  • 1[in Chinese]
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    References(4)

    [3] [3] PETROV N, JORDANOV I, ROE J.Identification of radar signals using neural network classifier with low-discrepancy optimization[C]//IEEE Congress on Evolutionary Computation.Cancun: IEEE, 2013: 2658-2664.

    [7] [7] YANG Z T, QIU W, SUN H J, et al.Robust radar emitter recognition based on three-dimensional distribution feature and transfer learning[J].Sensors, 2016, 16(3): 289-302.

    [8] [8] MEINSHAUSEN N.Quantile regression forests[J].Journal of Machine Learning Research, 2006, 7(6): 983-999.

    [9] [9] SONG J W, LU Z Z, WEI P F.Measuring regional effects of model inputs with random forest[J].Communications in Statistics - Simulation and Computation, 2020, 49(9): 2444-2461.

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    LIU Yilin, LI Shengyong, LI Weipeng, LIN Xiaohong, MAO Dun. A Radar Emitter Identification Algorithm Based on Random Forest[J]. Electronics Optics & Control, 2022, 29(2): 108

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    Paper Information

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    Received: Jan. 17, 2021

    Accepted: --

    Published Online: Mar. 4, 2022

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2022.02.023

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