A Multipulse Radar Signal Recognition Approach via HRF-Net Deep Learning Models

Table 1

HRF-Nets configurations.

HRF-Net157		HRF-Net187		HRF-Net217
Conv7-64, stride:2
3×3Maxpool, stride:2
Conv1-64		Conv1-64		Conv1-64
Conv3-64		Conv3-64		Conv3-64
C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]
S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]
Conv7-64		Conv7-64		Conv7-64
Conv1-256		Conv1-256		Conv1-256
DFFE-256
Conv1-128		Conv1-128		Conv1-128
Conv3-128		Conv3-128		Conv3-128
C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]
S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]
Conv7-128		Conv7-128		Conv7-128
Conv1-512		Conv1-512		Conv1-512
DFFE-512
Conv1-256		Conv1-256		Conv1-256
Conv3-256		Conv3-256		Conv3-256
C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]
S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]
Conv7-256		Conv7-256		Conv7-256
Conv1-1024		Conv1-1024		Conv1-1024
DFFE-1024
Conv1-512		Conv1-512		Conv1-512
Conv3-512		Conv3-512		Conv3-512
C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]		C-[MaxPool, AvgPool]
S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]		S-[MaxPool, AvgPool]
Conv7-512		Conv7-512		Conv7-512
Conv1-2048		Conv1-2048		Conv1-2048
Classifier, Softmax