Research Article

Multisource DOA Estimation in Impulsive Noise Environments Using Convolutional Neural Networks

Table 4

DOA1 subnetwork architecture.

Layer and activationOutput shapeParameter

L0:Input8×80
L1:Convolution + Relu32 × 8 × 8320
L2:Convolution + Relu32 × 8 × 89248
L3:Convolution + Relu16 × 8 × 84624
L4:Convolution + Relu16 × 8 × 82320
L5:Flatten10240
L6:Dense + Relu8820
L7:Dense + Relu19