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/√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/√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/√n) term, although for most channels they do not match existing achievable bounds.
Original language | English (US) |
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Pages (from-to) | 3552-3584 |
Number of pages | 33 |
Journal | IEEE Transactions on Information Theory |
Volume | 68 |
Issue number | 6 |
DOIs | |
State | Published - Jun 1 2022 |
Keywords
- Multiple-access channel
- dependence measures
- dispersion
- second-order
- wringing
ASJC Scopus subject areas
- Information Systems
- Library and Information Sciences
- Computer Science Applications