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
Link To Document :
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