DocumentCode :
3608558
Title :
A Second-Order Achievable Rate Region for Gaussian Multi-Access Channels via a Central Limit Theorem for Functions
Author :
MolavianJazi, Ebrahim ; Laneman, J. Nicholas
Author_Institution :
Univ. of Notre Dame, Notre Dame, IN, USA
Volume :
61
Issue :
12
fYear :
2015
Firstpage :
6719
Lastpage :
6733
Abstract :
Motivated by the growing application of multi-access networks with stringent delay constraints, we investigate the Gaussian multiple-access channel (MAC) in the finite blocklength regime. By applying central limit theorem (CLT) approximations to non-asymptotic information-spectrum inner bounds, we obtain second-order achievable rate regions for the Gaussian MAC with a positive average error probability and per-codeword power constraints. Our achievability results use spherical inputs uniformly distributed on the power shells, which lead to summations of dependent information random variables. However, we conduct the analysis through a convenient yet powerful form of the CLT, called the CLT for functions.
Keywords :
Gaussian channels; approximation theory; radio networks; wireless channels; CLT approximations; Gaussian MAC; Gaussian multiaccess channels; MAC; central limit theorem; finite blocklength; information random variables; multiaccess networks; nonasymptotic information spectrum inner bounds; percodeword power constraints; positive average error probability; second order achievable rate region; stringent delay constraints; Channel coding; Decoding; Dispersion; Mutual information; Random variables; Yttrium; Random coding and threshold decoding; change of measure; delta method; dispersion matrix; low-latency communications; mutual information random variable; non-asymptotic achievability bounds; power shell input; second-order coding rate;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2015.2492547
Filename :
7300429
Link To Document :
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