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A Second-Order Converse Bound for the Multiple-Access Channel via Wringing Dependence.
- Source :
- IEEE Transactions on Information Theory; Jun2022, Vol. 68 Issue 6, p3552-3584, 33p
- Publication Year :
- 2022
-
Abstract
- A new converse bound is presented for the two-user multiple-access channel under the average probability of error constraint. This bound shows that for most channels of interest, the second-order coding rate—that is, the difference between the best achievable rates and the asymptotic capacity region as a function of blocklength $n$ with fixed probability of error—is $O(1/\sqrt {n})$ bits per channel use. The principal tool behind this converse proof is a new measure of dependence between two random variables called wringing dependence, as it is inspired by Ahlswede’s wringing technique. The $O(1/\sqrt {n})$ gap is shown to hold for any channel satisfying certain regularity conditions, which includes all discrete-memoryless channels and the Gaussian multiple-access channel. Exact upper bounds as a function of the probability of error are proved for the coefficient in the $O(1/\sqrt {n})$ term, although for most channels they do not match existing achievable bounds. [ABSTRACT FROM AUTHOR]
- Subjects :
- ERROR probability
GAUSSIAN channels
CHANNEL coding
ERROR functions
RANDOM variables
Subjects
Details
- Language :
- English
- ISSN :
- 00189448
- Volume :
- 68
- Issue :
- 6
- Database :
- Complementary Index
- Journal :
- IEEE Transactions on Information Theory
- Publication Type :
- Academic Journal
- Accession number :
- 157007233
- Full Text :
- https://doi.org/10.1109/TIT.2022.3151711