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Publishing Language: Chinese

Anti-sweep jamming method for FM fuze based on outlier reconstruction

Lefan DUAN, Xinhong HAO( ), Qile CHEN
Science and Technology on Electromechanical Dynamic Control Laboratory,Beijing Institute of Technology,Beijing 100081,China
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Abstract

An anti-sweep jamming method for frequency modulation (FM) fuze based on outlier reconstruction was proposed for the problem of FM fuze against sweep jamming. Based on the iterative filtering decomposition (IFD) algorithm, the intermediate frequency signal of fuze was decomposed into intrinsic mode function (IMF) components. Sweep jamming was represented as outliers in the IMF components. By detecting and eliminating outliers in the IMF components and using a long short-term memory (LSTM) network to build a data reconstruction network model, the data of outliers was reconstructed, and the sweep jamming could be suppressed. The effectiveness of the proposed method was verified by simulation. The results show that the proposed method improves the ability of FM fuze against sweep jamming.

CLC number: V221+.3;TB553 Document code: A Article ID: 1001-5965(2025)04-1377-08

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Journal of Beijing University of Aeronautics and Astronautics
Pages 1377-1384

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Cite this article:
DUAN L, HAO X, CHEN Q. Anti-sweep jamming method for FM fuze based on outlier reconstruction. Journal of Beijing University of Aeronautics and Astronautics, 2025, 51(4): 1377-1384. https://doi.org/10.13700/j.bh.1001-5965.2023.0199

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Received: 21 April 2023
Published: 11 July 2023
© Journal of Beijing University of Aeronautics and Astronautics