Efficient List-Decoding With Constant Alphabet and List Sizes
نویسندگان
چکیده
We present an explicit and efficient algebraic construction of capacity-achieving list decodable codes with both constant alphabet sizes. More specifically, for any $R \in (0,1)$ notation="LaTeX">$\epsilon >0$ , we give infinite family error-correcting rate notation="LaTeX">$R$ over size notation="LaTeX">$(1/\epsilon)^{O(1/\epsilon ^{2})}$ that can be decoded from a notation="LaTeX">$(1-R-\epsilon)$ -fraction errors at most notation="LaTeX">$\exp (\mathrm {poly}(1/ \epsilon))$ . Moreover, the encoded in time notation="LaTeX">$\mathrm \epsilon,n)$ output is contained linear subspace dimension \epsilon)$ basis this found {poly}(1 /\epsilon, n)$ Thus, both encoding decoding performed xmlns:xlink="http://www.w3.org/1999/xlink">fully polynomial-time except pruning outputting final which takes \epsilon)) \cdot \mathrm {poly} (n)$ In contrast, prior constructions either required much higher complexity terms notation="LaTeX">$1/ \epsilon $ (and were additionally less structured), or had super-constant Our are quite natural structured. Specifically, use algebraic-geometric (AG) evaluation points restricted to subfield, message space (carefully chosen) subspace. main observation AG subfield affine shift image xmlns:xlink="http://www.w3.org/1999/xlink">block-triangular-Toeplitz (BTT) xmlns:xlink="http://www.w3.org/1999/xlink">matrix potentially reduced by restricting BTT xmlns:xlink="http://www.w3.org/1999/xlink">evasive subspace large intersects matrix number points. further show how explicitly construct such evasive subspaces, based on designs Guruswami Kopparty ( xmlns:xlink="http://www.w3.org/1999/xlink">Combinatorica 2016), composition.
منابع مشابه
Efficient List Decoding for Lattices
A sub-optimal decoder for finding K vectors close to a given origin in a lattice is presented. The algorithm operates by partitioning the search space and applying a list version of the sphere decoder, enabling efficient operation for lattices of dimensions m up to and exceeding 200. The decoder is well suited to finding K highly probable sequences for the estimation of a-posteriori probabiliti...
متن کاملEfficient Interpolation in Wu List Decoding Algorithm
The interpolation step of Wu list decoding algorithm for Reed-Solomon codes is considered. The problem is reformulated as construction of a partially homogenized interpolation polynomial. A generalization of the binary interpolation algorithm, which is based on the novel formulation of the interpolation step, is provided. It enables complexity reducion both with respect to the Wu method based o...
متن کاملEfficient Traitor Tracing Algorithms Using List Decoding
We apply powerful, recently discovered techniques for the list decoding of error-correcting codes to the problem of efficiently tracing traitors. Much work has focused on methods for constructing such traceability schemes, but the complexity of the traitor tracing algorithms has received little attention. A widely used traitor tracing algorithm, the TA algorithm, has a runtime of O(N) in genera...
متن کاملList-Coloring Graphs on Surfaces with Varying List-Sizes
Let G be a graph embedded on a surface Sε with Euler genus ε > 0, and let P ⊂ V (G) be a set of vertices mutually at distance at least 4 apart. Suppose all vertices of G have H(ε)-lists and the vertices of P are precolored, where H(ε) = ⌊ 7+ √ 24ε+1 2 ⌋ is the Heawood number. We show that the coloring of P extends to a list-coloring of G and that the distance bound of 4 is best possible. Our re...
متن کاملList-Decoding Multiplicity Codes
We study the list-decodability of multiplicity codes. These codes, which are based on evaluations of high-degree polynomials and their derivatives, have rate approaching 1 while simultaneously allowing for sublinear-time error-correction. In this paper, we show that multiplicity codes also admit powerful list-decoding and local list-decoding algorithms correcting a large fraction of errors. Sta...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Information Theory
سال: 2022
ISSN: ['0018-9448', '1557-9654']
DOI: https://doi.org/10.1109/tit.2021.3131992