Table 12. Average SNR improvement of 10 real ECGs.
Original SNR | Noise Type | Denoising Method | ||||
---|---|---|---|---|---|---|
IEMD -ATD | UT-H | UT-S | Cust-H | Cust-S | ||
-5 dB | ECN | 2.79 | 2.65 | 2.61 | 2.63 | 2.65 |
EMG | 7.13 | 5.65 | 5.86 | 5.12 | 6.13 | |
WN | 9.61 | 6.63 | 6.54 | 7.36 | 8.21 | |
HN | 7.09 | 6.13 | 5.63 | 6.53 | 6.69 | |
-2 dB | ECN | 2.58 | 2.32 | 2.25 | 2.32 | 2.34 |
EMG | 7.58 | 5.17 | 5.32 | 4.79 | 5.59 | |
WN | 8.77 | 4.70 | 4.35 | 6.64 | 6.80 | |
HN | 6.75 | 5.74 | 4.89 | 6.06 | 6.09 | |
2 dB | ECN | 2.27 | 1.82 | 1.65 | 1.84 | 1.85 |
EMG | 6.66 | 4.40 | 4.16 | 3.70 | 4.46 | |
WN | 7.26 | 2.60 | 1.44 | 5.07 | 4.56 | |
HN | 5.82 | 4.79 | 3.53 | 5.14 | 5.03 | |
5 dB | ECN | 1.69 | 1.49 | 1.17 | 1.57 | 1.57 |
EMG | 5.18 | 2.89 | 2.07 | 2.51 | 3.08 | |
WN | 5.78 | 1.41 | -0.61 | 3.71 | 3.05 | |
HN | 4.77 | 3.15 | 2.02 | 3.45 | 3.34 | |
10 dB | ECN | 0.40 | -0.78 | -1.25 | -0.68 | -0.71 |
EMG | 2.83 | 0.42 | -1.21 | 0.48 | 0.82 | |
WN | 3.19 | -0.09 | -2.41 | 0.89 | 0.24 | |
HN | 2.48 | 0.76 | -1.06 | 1.47 | 1.23 |