An ECG Denoising Method Based on the Generative Adversarial Residual Network

Table 6

Model experiment results under different noise types and different noise intensities.

SNR/noise type	MA		EM		BW
	SNR	RMSE	SNR	RMSE	SNR	RMSE
0 dB	34.3956	0.0002	34.4056	0.0003	34.1810	0.0004
1 dB	38.1268	0.0006	37.1836	0.0003	37.6323	0.0007
1.25 dB	31.1282	0.0018	31.4057	0.0008	31.1545	0.0016
2 dB	40.2612	0.0009	39.2438	0.0008	40.1673	0.0009
3 dB	42.2612	0.0009	43.5693	0.0002	43.6502	0.0006
4 dB	46.2873	0.0004	45.6912	0.0005	40.4056	0.0006
5 dB	51.1128	0.0009	53.2246	0.0011	52.2459	0.0010
Average	40.5079	0.0007	40.6705	0.0005	41.3008	0.0009