Table 4 Parameters of the encoder in CAE
From: Semi-supervised underwater acoustic source localization based on residual convolutional autoencoder
Conv2D_1 | Conv2D_2 | Conv2D_3 | MAE(km) | \(P_{CL - 5\% }\)(%) | |
|---|---|---|---|---|---|
Number of output channels(encoder1) | 64 | 128 | 256 | 0.0748 | 59 |
Number of output channels(encoder2) | 64 | 128 | 32 | 0.0666 | 63 |
Number of output channels(encoder3) | 64 | 32 | 16 | 0.0584 | 65.5 |