The inefficient and sporadic use of the spectrum, along with the increase of such use, have downgraded the quality of service in various networks and wireless applications, such as cellphone network. This situation has motivated the development of recent researches that have found in the cognitive radio a possible solution to the problem. According to the current research projects the prediction of spectral occupancy is a key feature to enable th...