Machine Learning Empowered Accurate CSI Prediction for Large-Scale 5G Networks

Table 1

Influence of pilot densityin terms of the minimum mean square error during channel estimation by machine learning.

SNR (dB)	MMSE (dB)
	DBN	MLP	Proposed BPNN
-5
0
5
10
15
20