DocumentCode
3121223
Title
A random matrix approach to the finite blocklength regime of MIMO fading channels
Author
Hoydis, Jakob ; Couillet, Romain ; Piantanida, Pablo ; Debbah, Mérouane
Author_Institution
Bells Labs., Alcatel-Lucent, Stuttgart, Germany
fYear
2012
fDate
1-6 July 2012
Firstpage
2181
Lastpage
2185
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.
Keywords
MIMO communication; Rayleigh channels; approximation theory; encoding; error statistics; matrix algebra; receiving antennas; transmitting antennas; Feinstein lemma; MIMO Rayleigh fading channel; central limit theorem; closed-form upper bounds; coding rate; data blocklength; error probability; finite blocklength regime; information density; input-constrained version; random matrix; receive antennas; second-order approximation; transmit antennas; white Gaussian inputs; Approximation methods; Channel coding; Error probability; Fading; MIMO; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location
Cambridge, MA
ISSN
2157-8095
Print_ISBN
978-1-4673-2580-6
Electronic_ISBN
2157-8095
Type
conf
DOI
10.1109/ISIT.2012.6283838
Filename
6283838
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