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    Time-Frequency Analysis and Target Recognition of HRRP Based on CN-LSGAN, STFT, and CNN
    with Jianghua Nie, Yongsheng Xiao, and Feng Lv
    Complexity 2021 1-10. 2021.
    Aiming at the problem of radar target recognition of High-Resolution Range Profile under low signal-to-noise ratio conditions, a recognition method based on the Constrained Naive Least-Squares Generative Adversarial Network, Short-time Fourier Transform, and Convolutional Neural Network is proposed. Combining the Least-Squares Generative Adversarial Network with the Wasserstein Generative Adversarial Network with Gradient Penalty, the CN-LSGAN is presented and applied to the HRRP denoise. The fr…Read more