Spatio-temporal measurement and model for number of occupied channels

Khalid Qaraqe, Nariman Rahimian, Hasari Celebi, Costas N. Georghiades

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

Cognitive Radio (CR) systems are a promising solution to the spectrum scarcity problem. However, accurate modeling of spectrum utilization is essential to obtain a better quantitative understanding of important concepts of CR systems. Compact mathematical formulations that describe the realistic spectrum usage would improve the recent theoretical work to a large extent. The data generated from such models would also increase the quality of the simulation based research in the aspect of realism. Besides, in practice, measurement campaigns would prefer if they could characterize results with a few well known parameters instead of exchanging large amount of data. Therefore, in this paper we try to come up with a mathematical model for the spectrum usage by estimating the Probability Mass Function (PMF) of the number of occupied channels. Note that this also gives an insight regarding the spectrum availability. To do this, the data collected from a spectrum occupancy measurement campaign conducted in the State of Qatar is used. The measurements are performed over three consecutive days considering 700-3000 MHz frequency band at four different locations concurrently. We show that after applying the Chi square test, the Log-Normal distribution fits the best among other candidates to the empirical PMF independent of location and the threshold used to define a channel as occupied.

Original languageEnglish
Title of host publication2011 18th International Conference on Telecommunications, ICT 2011
Pages33-37
Number of pages5
DOIs
Publication statusPublished - 2011
Event2011 18th International Conference on Telecommunications, ICT 2011 - Ayia Napa, Cyprus
Duration: 8 May 201111 May 2011

Other

Other2011 18th International Conference on Telecommunications, ICT 2011
CountryCyprus
CityAyia Napa
Period8/5/1111/5/11

Fingerprint

Radio systems
Cognitive radio
radio
campaign
Qatar
Normal distribution
realism
Frequency bands
candidacy
utilization
Availability
Mathematical models
simulation

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Communication

Cite this

Qaraqe, K., Rahimian, N., Celebi, H., & Georghiades, C. N. (2011). Spatio-temporal measurement and model for number of occupied channels. In 2011 18th International Conference on Telecommunications, ICT 2011 (pp. 33-37). [5898947] https://doi.org/10.1109/CTS.2011.5898947

Spatio-temporal measurement and model for number of occupied channels. / Qaraqe, Khalid; Rahimian, Nariman; Celebi, Hasari; Georghiades, Costas N.

2011 18th International Conference on Telecommunications, ICT 2011. 2011. p. 33-37 5898947.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Qaraqe, K, Rahimian, N, Celebi, H & Georghiades, CN 2011, Spatio-temporal measurement and model for number of occupied channels. in 2011 18th International Conference on Telecommunications, ICT 2011., 5898947, pp. 33-37, 2011 18th International Conference on Telecommunications, ICT 2011, Ayia Napa, Cyprus, 8/5/11. https://doi.org/10.1109/CTS.2011.5898947
Qaraqe K, Rahimian N, Celebi H, Georghiades CN. Spatio-temporal measurement and model for number of occupied channels. In 2011 18th International Conference on Telecommunications, ICT 2011. 2011. p. 33-37. 5898947 https://doi.org/10.1109/CTS.2011.5898947
Qaraqe, Khalid ; Rahimian, Nariman ; Celebi, Hasari ; Georghiades, Costas N. / Spatio-temporal measurement and model for number of occupied channels. 2011 18th International Conference on Telecommunications, ICT 2011. 2011. pp. 33-37
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