Spectrum Occupancy Prediction for Realistic Traffic Scenarios: Time Series versus Learning-Based Models

Agarwal Anirudh,Sengar AdityaS.,Gangopadhyay Ranjan

Table 8 Comparison of the prediction techniques’accuracies for different integration times in the cellular band

integration time/min MSEAR MSEARIMA MSELSVM MSERNN 1 0.012 2 0.013 5 0.008 5 0.007 5 5 0.015 4 0.017 8 0.009 6 0.008 2 10 0.020 1 0.028 2 0.012 0.009 6 15 0.024 2 0.030 5 0.015 2 0.010 7