DocumentCode
2602971
Title
On the spectrum of large random hermitian finite-band matrices
Author
Somekh, Oren ; Simeone, Osvaldo ; Zaidel, Benjamin M. ; Poor, H. Vincent ; Shamai, Shlomo
Author_Institution
Dept. of Electr. Eng., Princeton Univ., Princeton, NJ
fYear
2008
fDate
Jan. 27 2008-Feb. 1 2008
Firstpage
476
Lastpage
479
Abstract
The open problem of calculating the limiting spectrum (or its Shannon transform) of increasingly large random Hermitian finite-band matrices is described. In general, these matrices include a finite number of non-zero diagonals around their main diagonal regardless of their size. Two different communication setups which may be modeled using such matrices are presented: a simple cellular uplink channel, and a time varying inter-symbol interference channel. Selected recent information-theoretic works dealing directly with such channels are reviewed. Finally, several characteristics of the still unknown limiting spectrum of such matrices are listed, and some reflections are touched upon.
Keywords
Hermitian matrices; cellular radio; information theory; intersymbol interference; random processes; telecommunication channels; Shannon transform; cellular uplink channel; communication setup; information theory; intersymbol interference channel; large random Hermitian finite-band matrices; limiting spectrum; Additive noise; Convergence; Eigenvalues and eigenfunctions; Information theory; Interference channels; Mutual information; Random variables; Reflection; Signal to noise ratio; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory and Applications Workshop, 2008
Conference_Location
San Diego, CA
Print_ISBN
978-1-4244-2670-6
Type
conf
DOI
10.1109/ITA.2008.4601092
Filename
4601092
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