DocumentCode :
1518797
Title :
Energy Detection Limits Under Log-Normal Approximated Noise Uncertainty
Author :
Jouini, Wassim
Author_Institution :
IETR, SUPELEC, Cesson Sevigne, France
Volume :
18
Issue :
7
fYear :
2011
fDate :
7/1/2011 12:00:00 AM
Firstpage :
423
Lastpage :
426
Abstract :
We revisit, in this letter, the impact of noise uncertainty on the performance of the well known energy detector. Mainly, we reconsider the case of a Log-Normal approximated noise uncertainty suggested in the work of Alexander Sonnenschein and Philip M. Fishman. We show that under a Log-Normal noise uncertainty, closed form expressions of the detector´s performances and limits can be provided. Thus we show that, relying on mild approximations, we can design a detector with a fixed probability of false alarm function of the uncertainty, and present a new expression of the SNR-wall that depends on the desired performances of the detector as well as the introduced uncertainty parameter.
Keywords :
approximation theory; log normal distribution; noise; probability; signal detection; SNR-wall; energy detection; false alarm function; fixed probability; log-normal approximated noise uncertainty; Approximation methods; Detectors; Mathematical model; Noise level; Signal to noise ratio; Uncertainty; Energy detection, detection limits, Log-Normal noise uncertainty, SNR-wall;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2011.2155649
Filename :
5770193
Link To Document :
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