A Second-Order Achievable Rate Region for Gaussian Multi-Access Channels via a Central Limit Theorem for Functions

被引:56
作者
MolavianJazi, Ebrahim [1 ]
Laneman, J. Nicholas [2 ]
机构
[1] Univ Notre Dame, Notre Dame, IN 46556 USA
[2] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN 46556 USA
基金
美国国家科学基金会;
关键词
Random coding and threshold decoding; mutual information random variable; power shell input; change of measure; delta method; dispersion matrix; second-order coding rate; non-asymptotic achievability bounds; low-latency communications; INFORMATION-SPECTRUM APPROACH; PROBABILITY; ERROR; CODES;
D O I
10.1109/TIT.2015.2492547
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:6719 / 6733
页数:15
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