基于双通道卷积神经网络的雷达信号识别

全大英, 陈赟, 唐泽雨, 李世通, 汪晓锋, 金小萍

Radar Signal Recognition Based on Dual Channel Convolutional Neural Network

QUAN Daying, CHEN Yun, TANG Zeyu, LI Shitong, WANG Xiaofeng, JIN Xiaoping

表1 信号仿真波动参数

Tab.1 Fluctuation parameters for signal simulation

雷达信号 仿真参数 取值范围 CW fc U(1/8, 1/4) LFM, NLFM f0 U(1/16, 1/8) B U(1/16, 1/8) BPSK fc U(1/8, 1/4) QPSK fc U(1/8, 1/4) FSK fmin U(1/24, 1/20) LFM/BPSK fmin U(1/24, 1/20) B U(1/16, 1/8) LFM/FSK fmin U(1/24, 1/20) B U(1/16, 1/8) BPSK/FSK fmin U(1/24, 1/20)