Table 15. Average relative differences in signal energy of 10 real ECGs.
Original SNR | Noise Type | Denoising Method | ||||
---|---|---|---|---|---|---|
IEMD -ATD | UT-H | UT-S | Cust-H | Cust-S | ||
-5 dB | ECN | 1.545 | 1.614 | 1.532 | 1.645 | 1.613 |
EMG | 0.137 | 0.362 | 0.274 | 0.797 | 0.542 | |
WN | -0.002 | -0.278 | -0.294 | 0.315 | -0.187 | |
HN | 0.497 | 0.325 | 0.191 | 0.539 | 0.352 | |
-2 dB | ECN | 0.764 | 0.758 | 0.678 | 0.771 | 0.748 |
EMG | 0.072 | 0.125 | 0.068 | 0.383 | 0.264 | |
WN | 0.030 | -0.326 | -0.374 | 0.101 | -0.261 | |
HN | 0.218 | 0.185 | 0.030 | 0.265 | 0.145 | |
2 dB | ECN | 0.248 | 0.303 | 0.233 | 0.311 | 0.294 |
EMG | -0.010 | -0.020 | -0.086 | 0.095 | 0.029 | |
WN | -0.060 | -0.228 | -0.340 | 0.014 | -0.224 | |
HN | 0.036 | 0.042 | -0.101 | 0.072 | -0.004 | |
5 dB | ECN | 0.074 | 0.104 | 0.042 | 0.110 | 0.095 |
EMG | -0.054 | -0.053 | -0.155 | 0.013 | -0.032 | |
WN | -0.090 | -0.203 | -0.372 | -0.032 | -0.219 | |
HN | -0.031 | -0.025 | -0.146 | -0.012 | -0.064 | |
10 dB | ECN | -0.010 | -0.007 | -0.062 | -0.005 | -0.018 |
EMG | -0.055 | -0.066 | -0.171 | -0.038 | -0.062 | |
WN | -0.067 | -0.078 | -0.209 | -0.043 | -0.133 | |
HN | -0.048 | -0.053 | -0.154 | -0.040 | -0.077 |