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Problemy Peredachi Informatsii, 2009, Volume 45, Issue 1, Pages 8–26
(Mi ppi1255)
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This article is cited in 6 scientific papers (total 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.
Received: 11.06.2008 Revised: 24.11.2008
Citation:
N. Levy, O. Zeitouni, Sh. Shamai (Shitz), “Central limit theorem and large deviations of the fading Wyner cellular model via product of random matrices theory”, Probl. Peredachi Inf., 45:1 (2009), 8–26; Problems Inform. Transmission, 45:1 (2009), 5–22
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https://www.mathnet.ru/eng/ppi1255 https://www.mathnet.ru/eng/ppi/v45/i1/p8
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Abstract page: | 598 | Full-text PDF : | 110 | References: | 78 | First page: | 11 |
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