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ECOLE SUPÉRIEURE D'ÉLECTRICITÉ Une grande école d'ingénieurs au cœur des sciences de l'information,de l'énergie et des systèmes |
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Conference papers
A Random Matrix Approach to the Finite Blocklength Regime of MIMO Fading Channels
Abstract : This paper provides a novel central limit theorem (CLT) for the information density of the MIMO Rayleigh fading channel under white Gaussian inputs, when the data blocklength n and the number of transmit and receive antennas K and N , respectively, are large but of similar order of magnitude. This CLT is used to derive closed-form upper bounds on the error probability via an input-constrained version of Feinstein's lemma by Polyanskiy et al. and the second-order approximation of the coding rate. Numerical evaluations suggest that the normal approximation is tight for reasonably small values of n, K, N.
https://hal-supelec.archives-ouvertes.fr/hal-00771243
Contributor : Ejder Bastug Connect in order to contact the contributor
Submitted on : Tuesday, January 8, 2013 - 11:40:27 AM
Last modification on : Monday, August 30, 2021 - 9:40:02 AM
Long-term archiving on: : Tuesday, April 9, 2013 - 3:52:04 AM
Contributor : Ejder Bastug Connect in order to contact the contributor
Submitted on : Tuesday, January 8, 2013 - 11:40:27 AM
Last modification on : Monday, August 30, 2021 - 9:40:02 AM
Long-term archiving on: : Tuesday, April 9, 2013 - 3:52:04 AM
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finite_blocklength_final.pdf
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