English

AG codes have no list-decoding friends: Approaching the generalized Singleton bound requires exponential alphabets

Information Theory 2024-03-01 v2 Discrete Mathematics Combinatorics math.IT

Abstract

A simple, recently observed generalization of the classical Singleton bound to list-decoding asserts that rate RR codes are not list-decodable using list-size LL beyond an error fraction LL+1(1R)\frac{L}{L+1} (1-R) (the Singleton bound being the case of L=1L=1, i.e., unique decoding). We prove that in order to approach this bound for any fixed L>1L >1, one needs exponential alphabets. Specifically, for every L>1L>1 and R(0,1)R\in(0,1), if a rate RR code can be list-of-LL decoded up to error fraction LL+1(1Rε)\frac{L}{L+1} (1-R -\varepsilon), then its alphabet must have size at least exp(ΩL,R(1/ε))\exp(\Omega_{L,R}(1/\varepsilon)). This is in sharp contrast to the situation for unique decoding where certain families of rate RR algebraic-geometry (AG) codes over an alphabet of size O(1/ε2)O(1/\varepsilon^2) are unique-decodable up to error fraction (1Rε)/2(1-R-\varepsilon)/2. Our bounds hold even for subconstant ε1/n\varepsilon\ge 1/n, implying that any code exactly achieving the LL-th generalized Singleton bound requires alphabet size 2ΩL,R(n)2^{\Omega_{L,R}(n)}. Previously this was only known only for L=2L=2 under the additional assumptions that the code is both linear and MDS. Our lower bound is tight up to constant factors in the exponent -- with high probability random codes (or, as shown recently, even random linear codes) over exp(OL(1/ε))\exp(O_L(1/\varepsilon))-sized alphabets, can be list-of-LL decoded up to error fraction LL+1(1Rε)\frac{L}{L+1} (1-R -\varepsilon).

Keywords

Cite

@article{arxiv.2308.13424,
  title  = {AG codes have no list-decoding friends: Approaching the generalized Singleton bound requires exponential alphabets},
  author = {Omar Alrabiah and Venkatesan Guruswami and Ray Li},
  journal= {arXiv preprint arXiv:2308.13424},
  year   = {2024}
}
R2 v1 2026-06-28T12:04:23.928Z