WIMAX traffic forecasting based on neural networks in wavelet domain

In this article we propose an approach for predicting traffic time series based on the association of the Stationary Wavelet Transform (SWT) with Artificial Neural Networks (ANN). We focused on comparing the quality of forecasting obtained using different configurations of the ANN. We tested our different configurations using real traffic data recorded at… CONTINUE READING