Wireless Airtime Traffic Estimation Using a State Space Model

Traffic Pattern Prediction Based Spectrum Sharing for Cognitive Radios

“…The authors in (Kohandani et al, 2006) present a new forecasting technique called extended structural model (ESM) which is derived from the basic structural model (BSM). This technique replaces the constant parameters in BSM with variables and use the steepest descent search algorithm to find the values for these variables to minimize the mean absolute percentage error (MAPE).…”