Generation of Human Micro-Doppler Signature Based on Layer-Reduced Deep Convolutional Generative Adversarial Network

Table 2

Parameters of discriminator network.

Row	Layer name	Layer type	Attribute
1	Input image	Image input	64 × 64 × 3 images
2	Conv 1	Convolutional	64 conv filters of size 4 × 4 with stride [2, 2] and padding [1, 1]
3	Leaky ReLU 1	Leaky ReLU	Scale of 0.2
4	Conv 2	Convolutional	128 conv filters of size 4 × 4 with stride [2, 2] and padding [1, 1]
5	BN2	Batch normalization	—
6	Leaky ReLU 2	Leaky ReLU	Scale of 0.2
7	Conv 3	Convolutional	256 conv filters of size 4 × 4 with stride [2, 2] and padding [1, 1]
8	BN3	Batch normalization	—
9	Leaky ReLU 3	Leaky ReLU	Scale of 0.2
10	Conv 4	Convolutional	1 conv filter of size 8 × 8 with stride [1, 1] and padding [0, 0]