Deep Learning-Based Active Jamming Suppression for Radar Main Lobe

Table 3

Parameter setting of the networks.

	SSAE1	SSAE2	JSAE
Parameters	Value
Input layer	4,000	4,000	4,000
Hidden layer 1	1,500	1,500	3,000
Hidden layer 2	500	500	1,000
Hidden layer 3	50	50	100
Hidden layer 4	500	1,000	1,000
Hidden layer 5	1,500	3,000	3,000
Output layer	4,000	4,000	4,000
Learning rate	0.0001	0.0001	0.0001
Optimizer	Adam optimizer	Adam optimizer	Adam optimizer
Activation function	LeakyReLU	LeakyReLU	LeakyReLU