DocumentCode
1260158
Title
Collaborative Spectrum Sensing in a Cognitive Radio System with Laplacian Noise
Author
Tan, Feng ; Song, Xuegui ; Leung, Cyril ; Cheng, Julian
Author_Institution
SNC-Lavalin, Calgary, AB, Canada
Volume
16
Issue
10
fYear
2012
fDate
10/1/2012 12:00:00 AM
Firstpage
1691
Lastpage
1694
Abstract
The receiver operating characteristic curve is evaluated for a cognitive radio system with Laplacian noise. The characteristic functions and cumulative distribution functions at the output of an energy detector are derived for primary user ON/OFF hypotheses. Approximate closed-form expressions for the probability density functions and cumulative distribution functions at the output of an energy detector are also obtained using the Pearson approximation. With Gaussian noise, it is known that the 1-out-of-N data fusion rule provides the lowest probability of miss detection for a given probability of false alarm among K-out-of-N fusion rules. Our results show that this is not necessarily true with Laplacian noise.
Keywords
cognitive radio; probability; Gaussian noise; Laplacian noise; Pearson approximation; characteristic function; closed form expression; cognitive radio system; collaborative spectrum sensing; cumulative distribution function; data fusion rule; energy detector; probability density function; receiver operating characteristic curve; user ON/OFF hypothesis; Approximation methods; Cognitive radio; Detectors; Laplace equations; Signal to noise ratio; Cognitive radio; Pearson approximation; spectrum sensing;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2012.080312.120517
Filename
6261586
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