Table 8.
Reconstruction errors of DCAE-1D with different depth.
Depth of DCAE-1D | SNR (dB) | |||||||
---|---|---|---|---|---|---|---|---|
−2 | 0 | 2 | 4 | 6 | 8 | 10 | 12 | |
2: 1 Conv + 1 Trans_conv | 0.0364 | 0.0198 | 0.0095 | 0.0054 | 0.0038 | 0.0032 | 0.0029 | 0.0028 |
4: 2 Conv + 2 Trans_conv | 0.0256 | 0.0153 | 0.0080 | 0.0044 | 0.0025 | 0.0017 | 0.0014 | 0.0011 |
6: 3 Conv + 3 Trans_conv | 0.0243 | 0.0148 | 0.0080 | 0.0044 | 0.0023 | 0.0015 | 0.0011 | 0.0009 |
8: 4 Conv + 4 Trans_conv | 0.0249 | 0.0151 | 0.0083 | 0.0047 | 0.0028 | 0.0020 | 0.0017 | 0.0016 |