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Signal Bandwidth Impact on Maximum-Minimum Eigenvalue Detection

descriptionPublicationkeyboard_double_arrow_right Article 01 Mar 2015Publisher:Institute of Electrical and Electronics Engineers (IEEE)Journal:IEEE Communications Letters, volume 19, pages 395-398 (issn: 1089-7798, Copyright policy )
Authors: Hamid, Mohamed; Björsell, Niclas; Ben Slimane, Slimane;

doi: 10.1109/lcomm.2014.2387287

Signal Bandwidth Impact on Maximum-Minimum Eigenvalue Detection

Abstract

The impact of the signal bandwidth and observation bandwidth on the detection performance of the maximum-minimum eigenvalue detector is studied in this letter. The considered signals are the Gaussian signals. The optimum ratio between the signal and the observation bandwidth is analytically proven to be 0.5 when reasonable values of the system dimensionality are used. The analytical proof is verified by simulations.

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Keywords

Signal Processing, Signalbehandling, Bandwidth; Covariance matrices; Eigenvalues and eigenfunctions; Gaussian noise;Sensors;Signal to noise ratio; Detection bandwidth; Marchenko Pastur densit; Maximum-minimum eigenvalue detection; Occupation bandwidth

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    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Average
Average
Average
hybrid
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