English

Threshold rates for properties of random codes

Information Theory 2024-07-11 v2 Discrete Mathematics Combinatorics math.IT

Abstract

Suppose that PP is a property that may be satisfied by a random code CΣnC \subset \Sigma^n. For example, for some p(0,1)p \in (0,1), P{P} might be the property that there exist three elements of CC that lie in some Hamming ball of radius pnpn. We say that RR^* is the threshold rate for P{P} if a random code of rate R+ϵR^* + \epsilon is very likely to satisfy P{P}, while a random code of rate RϵR^* - \epsilon is very unlikely to satisfy P{P}. While random codes are well-studied in coding theory, even the threshold rates for relatively simple properties like the one above are not well understood. We characterize threshold rates for a rich class of properties. These properties, like the example above, are defined by the inclusion of specific sets of codewords which are also suitably "symmetric". For properties in this class, we show that the threshold rate is in fact equal to the lower bound that a simple first-moment calculation obtains. Our techniques not only pin down the threshold rate for the property P{P} above, they give sharp bounds on the threshold rate for list-recovery in several parameter regimes, as well as an efficient algorithm for estimating the threshold rates for list-recovery in general.

Keywords

Cite

@article{arxiv.2009.04553,
  title  = {Threshold rates for properties of random codes},
  author = {Venkatesan Guruswami and Jonathan Mosheiff and Nicolas Resch and Shashwat Silas and Mary Wootters},
  journal= {arXiv preprint arXiv:2009.04553},
  year   = {2024}
}

Comments

November 2021 version

R2 v1 2026-06-23T18:25:47.222Z