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JOURNALS // Problemy Peredachi Informatsii // Archive

Probl. Peredachi Inf., 2009 Volume 45, Issue 1, Pages 8–26 (Mi ppi1255)

This article is cited in 6 papers

Information Theory

Central limit theorem and large deviations of the fading Wyner cellular model via product of random matrices theory

N. Levyab, O. Zeitounicd, Sh. Shamai (Shitz)a

a Technion, Haifa, Israel
b Ècole Normale Supérieure, Paris, France
c University of Minnesota
d Weizmann Institute of Science, Rehovot, Israel

Abstract: We apply the theory of products of random matrices to the analysis of multi-user communication channels similar to the Wyner model, which are characterized by short-range intra-cell broadcasting. We study fluctuations of the per-cell sum-rate capacity in the non-ergodic regime and provide results of the type of the central limit theorem (CLT) and large deviations (LD). Our results show that CLT fluctuations of the per-cell sum-rate $C_m$ are of order $1/\sqrt m$, where $m$ is the number of cells, whereas they are of order $1/m$ in classical random matrix theory. We also show an LD regime of the form $\mathbf P(|C_m-C|>\varepsilon)\le e^{-m\alpha}$ with $\alpha=\alpha(\varepsilon)>0$ and $C=\lim\limits_{m\to\infty}C_m$, as opposed to the rate $e^{-m^2\alpha}$ in classical random matrix theory.

UDC: 621.391.1:519.2

Received: 11.06.2008
Revised: 24.11.2008


 English version:
Problems of Information Transmission, 2009, 45:1, 5–22

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