• DocumentCode
    1844498
  • 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
  • fYear
    2013
  • fDate
    21-23 June 2013
  • Firstpage
    786
  • Lastpage
    790
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
  • Conference_Location
    Shiyang
  • Type

    conf

  • DOI
    10.1109/ICCIS.2013.211
  • Filename
    6643127
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1844498