• High Power Laser and Particle Beams
  • Vol. 34, Issue 6, 066002 (2022)
Zhenchuan Zhang1, Baofeng Cao1、*, Peng Li1, Hao Yin1, and Huichun Wu2
Author Affiliations
  • 1State Key Laboratory of NBC Protection for Civilian, Beijing 102205, China
  • 2Physics Department of Zhejiang University, Hangzhou 310058, China
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    DOI: 10.11884/HPLPB202234.210375 Cite this Article
    Zhenchuan Zhang, Baofeng Cao, Peng Li, Hao Yin, Huichun Wu. Recognition of far-region nuclear electromagnetic pulse based on wavelet fractal technique[J]. High Power Laser and Particle Beams, 2022, 34(6): 066002 Copy Citation Text show less
    Waveform of a preprocessed LEMP
    Fig. 1. Waveform of a preprocessed LEMP
    Sketch of wavelet packets’ two orders of decomposition
    Fig. 2. Sketch of wavelet packets’ two orders of decomposition
    Signal covered by grids
    Fig. 3. Signal covered by grids
    Distribution diagram of the fractal dimensions on wavelet packet
    Fig. 4. Distribution diagram of the fractal dimensions on wavelet packet
    Result of search for optimal parameters
    Fig. 5. Result of search for optimal parameters
    Recognition accuracy of NEMP and LEMP in ten tests
    Fig. 6. Recognition accuracy of NEMP and LEMP in ten tests
    classifieraccuracy/%
    NEMPLEMP
    ANN95.0098.42
    SVM95.0098.64
    LSSVM99.0099.07
    Table 1. Accuracy of NEMP and LEMP in different classifier
    Zhenchuan Zhang, Baofeng Cao, Peng Li, Hao Yin, Huichun Wu. Recognition of far-region nuclear electromagnetic pulse based on wavelet fractal technique[J]. High Power Laser and Particle Beams, 2022, 34(6): 066002
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