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arXiv 0810.4576cs.CCcs.CR
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查询有效的次指数长度局部可译码码的新构造

New Constructions for Query-Efficient Locally Decodable Codes of Subexponential Length

Toshiya Itoh, Yasuhiro Suzuki

摘要:

$(k,δ,ε)$ -本地可解码码$C: F_{q}^{n} \to F_{q}^{N}$是将每个消息$\vec{x}=(x_{1},x_{2},...,x_{n}) \in F_{q}^{n}$编码为$C(\vec{x}) \in F_{q}^{N}$的纠错码,并且具有以下性质:对于任何$\vec{y} \in {\bf F}_{q}^{N}$,使得$d(\vec{y},C(\vec{x})) \leq δN$和每个$1 \leq i \leq n$,可以通过仅查看$\vec{y}$的$k$坐标的随机化解码算法以至少$1-ε$的概率恢复$\vec{x}$的符号$x_{i}$。$(k,δ,ε)$ -本地可解码代码$C: F_{q}^{n} \to F_{q}^{N}$的效率由代码长度$N$和查询的数量$k$来测量。对于任何$k$ -查询局部可解码代码$C: F_{q}^{n} \to F_{q}^{N}$,代码长度$N$被证明是$n$的指数,然而,这被反驳。Yekhanin [In Proc. of STOC,2007]证明了存在一个3-查询局部可解码码$C: F_{2}^{n} \to F_{2}^{N}$,使得$N=\exp(n^{(1/\log \log n)})$假设梅森素数的数目是无限的。对于3-查询局部可解码代码$C: F_{q}^{n} \to F_{q}^{N}$,Efremenko [ECCC报告No.69,2008]将代码长度进一步减少到$N=\exp(n^{O((\log \log n/ \log n)^{1/2})})$,并且还表明对于任何整数$r>1$,存在$k$ -查询局部可解码代码$C: F_{q}^{n} \to F_{q}^{N}$,使得$k \leq 2^{r}$和$N=\exp(n^{O((\log \log n/ \log n)^{1-1/r})})$。本文提出了一种查询有效的局部可解码码,证明了对于任意整数$r>1$,存在一个$k$查询局部可解码码$C: F_{q}^{n} \to F_{q}^{N}$,使得$k \leq 3 \cdot 2^{r-2}$和$N=\exp(n^{O((\log \log n/ \log n)^{1-1/r})})$ .

英文摘要:

A $(k,δ,ε)$-locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$ is an error-correcting code that encodes each message $\vec{x}=(x_{1},x_{2},...,x_{n}) \in F_{q}^{n}$ to $C(\vec{x}) \in F_{q}^{N}$ and has the following property: For any $\vec{y} \in {\bf F}_{q}^{N}$ such that $d(\vec{y},C(\vec{x})) \leq δN$ and each $1 \leq i \leq n$, the symbol $x_{i}$ of $\vec{x}$ can be recovered with probability at least $1-ε$ by a randomized decoding algorithm looking only at $k$ coordinates of $\vec{y}$. The efficiency of a $(k,δ,ε)$-locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$ is measured by the code length $N$ and the number $k$ of queries. For any $k$-query locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$, the code length $N$ is conjectured to be exponential of $n$, however, this was disproved. Yekhanin [In Proc. of STOC, 2007] showed that there exists a 3-query locally decodable code $C: F_{2}^{n} \to F_{2}^{N}$ such that $N=\exp(n^{(1/\log \log n)})$ assuming that the number of Mersenne primes is infinite. For a 3-query locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$, Efremenko [ECCC Report No.69, 2008] reduced the code length further to $N=\exp(n^{O((\log \log n/ \log n)^{1/2})})$, and also showed that for any integer $r>1$, there exists a $k$-query locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$ such that $k \leq 2^{r}$ and $N=\exp(n^{O((\log \log n/ \log n)^{1-1/r})})$. In this paper, we present a query-efficient locally decodable code and show that for any integer $r>1$, there exists a $k$-query locally decodable code $C: F_{q}^{n} \to F_{q}^{N}$ such that $k \leq 3 \cdot 2^{r-2}$ and $N=\exp(n^{O((\log \log n/ \log n)^{1-1/r})})$.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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