Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising

Table 2

The average SNR_imp, RMSE, and PRD of denoising results with different kinds of noise.

SNR	Indicators	Noise type
		MA	BW	EM	MA+BW	MA+EM	BW+EM	MA+EM+BW
-1 dB	SNRimp	18.334	19.873	17.941	18.403	18.429	19.157	19.254
	RMSE	0.039	0.033	0.041	0.040	0.039	0.036	0.035
	PRD	14.140	12.117	15.140	13.981	14.074	13.086	12.914
3 dB	SNRimp	16.083	16.249	14.935	16.094	15.323	15.856	16.125
	RMSE	0.032	0.032	0.036	0.032	0.035	0.033	0.032
	PRD	11.762	11.516	13.439	11.817	12.661	12.033	11.629
7 dB	SNRimp	13.036	13.119	12.154	12.332	12.823	12.534	13.105
	RMSE	0.028	0.028	0.032	0.031	0.029	0.0301	0.028
	PRD	10.469	10.584	11.658	11.148	10.677	11.180	10.350