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

Agarwal Anirudh,Sengar AdityaS.,Gangopadhyay Ranjan

Table 7 Comparison of the prediction techniques’accuracies for different integration times in the TV band

integration time/min MSEAR MSEARIMA MSELSVM MSERNN 1 0.001 5 0.001 6 0.001 2 0.000 9 5 0.003 0.003 2 0.002 0.001 4 10 0.004 2 0.005 2 0.003 8 0.003 1 15 0.006 0.006 4 0.005 5 0.005 2