Table 3 Moving average filter optimization results.
From: Deep learning for classifying quantum emission signals in WS2 monolayers using wavelet transform
Window size | SNR improvement (dB) | Frequency response (-3 dB) | Edge artifacts | Computational cost |
|---|---|---|---|---|
3 | 1.8 | fs/6 | Minimal | Low |
5 | 3.2 | fs/10 | Minimal | Low |
7 | 2.9 | fs/14 | Moderate | Medium |
10 | 2.1 | fs/20 | Significant | Medium |
15 | 1.4 | fs/30 | Severe | High |
