An ECG Denoising Method Based on the Generative Adversarial Residual Network

Table 2

The average SNR and RMSE of the denoising results of different noise types.

Original SNR		EM	BW	MA	EM+BW	EM+MA	BW+MA	EM+BW+MA	Average
0 dB	SNR	28.4265	30.8755	36.4455	28.3683	28.3405	28.6274	27.8639	29.8497
	RMSE	0.0176	0.0058	0.0087	0.0132	0.0037	0.0132	0.0128	0.0107
1.25 dB	SNR	32.8632	33.7478	31.1670	31.7310	31.9113	32.3009	31.7726	32.2134
	RMSE	0.0121	0.0101	0.0157	0.0112	0.0089	0.0151	0.0145	0.0125
5 dB	SNR	60.0185	66.9607	57.6807	58.4480	59.5482	62.5019	58.8453	60.5719
	RMSE	0.0109	0.0046	0.0065	0.0058	0.0068	0.0088	0.0076	0.0073