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arXiv 2605.03370cs.ITmath.IT
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广义函数纠错分区码

Generalized Function-Correcting Partition Codes: Bounds and constructions

University of Bristol Mumbai Enterprise Campus(布里斯托大学孟买企业校区);International Institute of Information Technology Hyderabad(印度信息技术研究所海德拉巴分校)

Charul Rajput, Mahak, V. Lalitha

AI总结:

本文提出广义函数纠错分区码,统一并推广现有函数纠错码,通过距离要求矩阵刻画最优冗余,给出上下界及线性规划界,并证明其冗余可低于现有方案。

摘要:

我们引入了广义函数纠错分区码(GFCPCs),它能够同时保护消息空间的多个分区免受不同数量的错误影响。给定各自具有距离要求的分区,GFCPC是一种系统编码,它保证对于每个分区,其消息位于不同块中的码字之间具有指定的最小汉明距离。该框架统一并推广了函数纠错分区码(保护具有共同纠错级别的多个函数)以及带数据保护的函数纠错码(为数据和单个函数分配不同级别的保护)。我们为GFCPCs定义了距离要求矩阵$\mathcal{D}$,并利用它通过关联的$\mathcal{D}$-码的最短长度来刻画最优冗余。我们推导了最优冗余的一般上界和下界,包括一个考虑分区不同组合并集的上界。对于二元域上消息空间的两个分区,我们在分区的特定邻域条件下建立了最优冗余的改进下界。我们开发了关于GFCPCs最优冗余的线性规划界。该界专门适用于函数纠错码和带数据保护的函数纠错码,据我们所知,此前对于这些码没有已知的此类界。我们提出了这些码的多步构造过程,并通过一些例子加以说明。通过多个例子,我们证明了所提出的框架能够产生严格小于单个FCPC冗余之和的冗余,也严格小于为具有最高距离(所需最强保护)的并集分区设计的单个FCPC的冗余。

英文摘要:

We introduce generalized function-correcting partition codes (GFCPCs) that simultaneously protect multiple partitions of the message space against different numbers of errors. Given partitions with respective distance requirements, a GFCPC is a systematic encoding that guarantees, for each partition, a specified minimum Hamming distance between codewords whose messages lie in different blocks. This framework unifies and generalizes both function-correcting partition codes, which protect multiple functions with a common error-correction level, and function-correcting codes with data protection, which assign different levels of protection to data and a single function. We define the distance requirement matrix $\mathcal{D}$ for GFCPCs and use it to characterize the optimal redundancy in terms of the shortest length of an associated $\mathcal{D}$-code. We derive general upper and lower bounds on the optimal redundancy, including an upper bound that considers the join of different combinations of the partitions. For two partitions of the message space over the binary field, we establish improved lower bounds on the optimal redundancy under specific neighborhood conditions on the partitions. We develop a linear programming bound on the optimal redundancy of GFCPCs. The bound specializes to function-correcting codes and function-correcting codes with data protection, for which, to the best of our knowledge, no such bound was previously known. We present a multi-step construction procedure for these codes and illustrate it with some examples. Through several examples, we demonstrate that the proposed framework can yield strictly smaller redundancy than both the sum of the individual FCPC redundancies and the redundancy of a single FCPC designed for the join partition with the highest distance (strongest protection required).

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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