Central limit theorem and large deviations of the fading Wyner cellular model via product of random matrices theory
- 1 March 2009
- journal article
- research article
- Published by Pleiades Publishing Ltd in Problems of Information Transmission
- Vol. 45 (1) , 5-22
- https://doi.org/10.1134/s0032946009010025
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 P(|C m − C| > ɛ) ≤ e −mα with α = α(ɛ) > 0 and C = $ \mathop {\lim }\limits_{m \to \infty } $ C m , as opposed to the rate $ e^{ - m^2 \alpha } $ in classical random matrix theory.
Keywords
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