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

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arxiv 2308.13424 v2 pith:A2IC4H5L submitted 2023-08-25 cs.IT cs.DMmath.COmath.IT

classification cs.ITcs.DMmath.COmath.IT
keywords varepsilonboundcodeserrorfractionsingletonalphabetalphabets
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abstract

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

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  1. Explicit Codes approaching Generalized Singleton Bound using Expanders

    cs.IT 2025-02 conditional novelty 8.0 of 10

    AEL expander amplification is shown to preserve a strengthened average-radius list decoding property with erasures, yielding explicit codes with constant alphabet and optimal list size near the generalized Singleton bound.

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