Multilayer Learning Network for Modulation Classification Assisted with Frequency Offset Cancellation in Satellite to Ground Link

Table 2

Performance analysis of different algorithms.

SNR	Proposed network	SVM	KNN network	Cumulants
0 dB	0.43	0.31	0.34	0.23
5 dB	0.76	0.62	0.65	0.53
10 dB	0.96	0.76	0.82	0.69
15 dB	0.99	0.82	0.86	0.74
20 dB	0.995	0.85	0.89	0.78