RBF Neural Network-Based Frequency Band Prediction for Future Frequency Hopping Communications

Table 2

The quantitative analysis of 1000 training sets prediction results.

Algorithm	MAE (Hz)	MAPE	RMSE (Hz)	SMAPE
Gradient-RBF algorithm	105	0.0361	11.7	0.0722
Correlation-based algorithm	656	0.1452	24.6	0.01285
PSO-RBF algorithm	458	0.0932	22.7	0.0872