MATLAB codes for the comparison, convergence and sensitivity analysis of q-RBFNN. To perform the convergence analysis, run qRBF_Mean_Convergence_Analysis.m. The code is executed for three different values of q. Following figure shows the mean absolute error analysis of the qRBFNN.
Sensitivity analysis can be performed by running the qRBF_SensitivityAnalysis_Final.m file. Finally the performance comparison of the proposed method with contemporary techniques on different applications can be evaluated by running Channel_Estimation_qRBF.m and Plant_Identification_Comp.m files