Research Article

Multisource DOA Estimation in Impulsive Noise Environments Using Convolutional Neural Networks

Table 3

MOS network architecture.

Layer and activationOutput shapeParameter

L0:Input8×80
L1:Convolution + Relu64 × 8 × 8640
L2:Convolution + Relu32 × 8 × 818464
L3:Convolution + Relu16 × 8 × 84624
L4:Convolution + Relu8 × 8 × 81160
L5:Flatten5120
L6:Dense + Relu168208
L7:Dense + Softmax351