Title :
A Data Mining-Based Cognitive Radio System
Author :
Yan Ming ; Liao Ming-xue ; Hu Xiao-hui
Author_Institution :
Grad. Univ. of Chinese Acad. of Sci., Beijing, China
Abstract :
In this article we provide a cognitive system that combines the traditional spectrum sensing process and the data mining process together. The data mining process aims to enhance the spectrum utilization using data mining. It includes three aspects: spectrum data pre-processing, spectrum data mining and results validation. The experimental results demonstrate the feasibility of such cognitive model.
Keywords :
cognitive radio; data mining; radio spectrum management; data mining-based cognitive radio system; spectrum data mining; spectrum data preprocessing; spectrum sensing process; Cognitive radio; Data mining; Data models; Databases; Sensors; Signal to noise ratio; cognitive radio; cognitive system; data mining; spectrum sensing;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location :
Shiyang
DOI :
10.1109/ICCIS.2013.211
