Comparison of RMS, SNR, CC and time cost among different denoising methods.
| Method . | SNR . | RMSE . | CC . | Time (s) . | TFT . |
|---|---|---|---|---|---|
| Noisy data | 2.9018 | 0.1076 | 0.6277 | — | — |
| Band-pass filtering | 5.0711 | 0.0544 | 0.8540 | 0.03 | — |
| Hard thresholding | 7.5212 | 0.0545 | 0.8696 | 0.58 | SS-CWT |
| Soft thresholding | 9.5123 | 0.0767 | 0.8719 | 0.61 | SS-CWT |
| The proposed method | >100 | 0.0385 | 0.9694 | 0.78 | SS-CWT |
| Method . | SNR . | RMSE . | CC . | Time (s) . | TFT . |
|---|---|---|---|---|---|
| Noisy data | 2.9018 | 0.1076 | 0.6277 | — | — |
| Band-pass filtering | 5.0711 | 0.0544 | 0.8540 | 0.03 | — |
| Hard thresholding | 7.5212 | 0.0545 | 0.8696 | 0.58 | SS-CWT |
| Soft thresholding | 9.5123 | 0.0767 | 0.8719 | 0.61 | SS-CWT |
| The proposed method | >100 | 0.0385 | 0.9694 | 0.78 | SS-CWT |
Comparison of RMS, SNR, CC and time cost among different denoising methods.
| Method . | SNR . | RMSE . | CC . | Time (s) . | TFT . |
|---|---|---|---|---|---|
| Noisy data | 2.9018 | 0.1076 | 0.6277 | — | — |
| Band-pass filtering | 5.0711 | 0.0544 | 0.8540 | 0.03 | — |
| Hard thresholding | 7.5212 | 0.0545 | 0.8696 | 0.58 | SS-CWT |
| Soft thresholding | 9.5123 | 0.0767 | 0.8719 | 0.61 | SS-CWT |
| The proposed method | >100 | 0.0385 | 0.9694 | 0.78 | SS-CWT |
| Method . | SNR . | RMSE . | CC . | Time (s) . | TFT . |
|---|---|---|---|---|---|
| Noisy data | 2.9018 | 0.1076 | 0.6277 | — | — |
| Band-pass filtering | 5.0711 | 0.0544 | 0.8540 | 0.03 | — |
| Hard thresholding | 7.5212 | 0.0545 | 0.8696 | 0.58 | SS-CWT |
| Soft thresholding | 9.5123 | 0.0767 | 0.8719 | 0.61 | SS-CWT |
| The proposed method | >100 | 0.0385 | 0.9694 | 0.78 | SS-CWT |
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