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Validation of Beta Distribution for Spectrum Usage using Kolmogorov-Smirnov Test

by Kishor Patil
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 144 - Number 9
Year of Publication: 2016
Authors: Kishor Patil
10.5120/ijca2016910431

Kishor Patil . Validation of Beta Distribution for Spectrum Usage using Kolmogorov-Smirnov Test. International Journal of Computer Applications. 144, 9 ( Jun 2016), 23-26. DOI=10.5120/ijca2016910431

@article{ 10.5120/ijca2016910431,
author = { Kishor Patil },
title = { Validation of Beta Distribution for Spectrum Usage using Kolmogorov-Smirnov Test },
journal = { International Journal of Computer Applications },
issue_date = { Jun 2016 },
volume = { 144 },
number = { 9 },
month = { Jun },
year = { 2016 },
issn = { 0975-8887 },
pages = { 23-26 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume144/number9/25208-2016910431/ },
doi = { 10.5120/ijca2016910431 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:47:12.169668+05:30
%A Kishor Patil
%T Validation of Beta Distribution for Spectrum Usage using Kolmogorov-Smirnov Test
%J International Journal of Computer Applications
%@ 0975-8887
%V 144
%N 9
%P 23-26
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The arrival and departure of licensed users in the licensed band is a random process. So the channel availability for secondary use or spectrum usage modeling is not an easy task in such scenario. The spectrum measurements for a longer period are useful to characterize and model the spectrum usage. The spectrum usage modeling is the important area of research to realize the cognitive radio. It helps in spectrum sensing, the key function of the cognitive radio. The existing research literature has shown the Beta distribution in the modeling the spectrum usage of the licensed user in a licensed band. This article has validated the Beta distribution channel usage model using the real-time measurements that was conducted in the frequency band 700 to 2746.6 MHz at Pune, India. In this paper, Kolmogorov-Smirnov (K-S) Test is used for Beta distribution validation.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Cognitive Radio Spectrum usage Beta distribution Kolmogorov-Smirnov Test

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