基于生成对抗网络的半航空瞬变电磁噪声数据扩充方法

冯威, 冯浩, 肖立江, 陈品明, 刘东, 王用鑫, 周小生, 孙怀凤, 王震

A data augmentation method for semi-airborne transient electromagnetic noise based on a generative adversarial network

FENG Wei, FENG Hao, XIAO Li-Jiang, CHEN Pin-Ming, LIU Dong, WANG Yong-Xin, ZHOU Xiao-Sheng, SUN Huai-Feng, WANG Zhen

图7 真实噪声数据与仿真噪声数据高斯分布

Fig.7 Gaussian distribution plot of real noise data and simulated noise data