A Novel Approach Based on Generative Adversarial Network for Signal Enhancement in Wireless Communications

Table 2

RMSE for various SNR in 16QAM scene.

Methods	-8	-6	-4	-2	0	2	4	6
DAE-based	0.2960	0.2430	0.2000	0.1659	0.1395	0.1195	0.1047	0.0940
CNN-based	0.2957	0.2430	0.2004	0.1665	0.1402	0.1205	0.1057	0.0953
GAN-based	0.2893	0.2383	0.1972	0.1648	0.1399	0.1212	0.1076	0.0980
Proposed	0.2393	0.1985	0.1662	0.1415	0.1229	0.1093	0.0996	0.0929