Radar pulse signal classification method and device, computer equipment and storage medium

• Main Authors: YUE YUFANG, SONG LEI, YAO JUN, JI LIHAI, YIN JUNPING, TIAN GUANG, SHEN WEICHAO, FENG JIABO
• Format: Patent
• Language: Chinese; English
• Published: 15.12.2020
• Subjects: CALCULATING; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention relates to the technical field of computers, in particular to a radar pulse signal classification method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring a to-be-classified pulse signal; converting the pulse signals to be classified to obtain image data corresponding to the pulse signals to be classified; and classifying the image data through a radar pulse signal classification network to obtain a classification result of each radar pulse signal in the pulse signals to be classified, wherein a radar pulse signal identification network is generated through training based on a small sample classification training mode. The method can improve the classification accuracy. 本申请涉及计算机技术领域，特别是涉及一种雷达脉冲信号分类方法、装置、计算机设备和存储介质。所述方法包括：获取待分类脉冲信号；对待分类脉冲信号进行转换，得到对应待分类脉冲信号的图像数据；通过雷达脉冲信号分类网络对图像数据进行分类处理，得到待分类脉冲信号中各雷达脉冲信号的分类结果，雷达脉冲信号识别网络是基于小样本分类训练方式训练生成的。采用本方法能够提升分类准确性。