Binary time series approach to spectrum prediction for cognitive radio

Yarkan S., ARSLAN H.

2007 IEEE 66th Vehicular Technology Conference, VTC 2007-Fall, Baltimore, MD, Amerika Birleşik Devletleri, 30 Eylül - 03 Ekim 2007, ss.1563-1567 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/vetecf.2007.332
  • Basıldığı Şehir: Baltimore, MD
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.1563-1567
  • İstanbul Medipol Üniversitesi Adresli: Evet

Özet

One of the major goals of cognitive radio (CR) is to alleviate the inefficient use of the spectrum. CR can sense the spectrum steadily and gather information about the evolution of the spectrum in time. Spectrum occupancy information can be used for both learning the usage of the spectrum and predicting the future occupancy status. In this study, the use of binary time series for spectrum occupancy characterization and prediction is proposed. Both deterministic and non-deterministic occupancy schemes are examined. Numerical results and discussions are presented. © 2007 IEEE.