循环线性二进制局部可修码

Pengfei Huang, Eitan Yaakobi, H. Uchikawa, P. Siegel
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引用次数: 42

摘要

局部可修复码(lrc)是为局部纠删而设计的一类码。近年来,由于它们在分布式存储中的应用,它们受到了相当大的关注。大多数关于lrc的现有结果都没有明确地考虑字段大小q,即代码字母表的大小。特别是对于二进制的情况,Goparaju和Calderbank只知道几个具体的结果。然而,最近Cadambe和Mazumdar给出了lrc维数k的上界。该界考虑了长度n、最小距离d、局部性r和域大小q,适用于非线性和线性码。在这项工作中,我们首先开发了上述线性码界的改进版本。然后我们将重点放在循环线性二进制码上。通过利用循环结构,我们注意到这种码的局部性是由其对偶码的最小距离决定的。利用这一结果,我们研究了各种已知的循环线性二进制码,如Hamming码和单纯形码的局部性,并用改进的线性码界证明了它们的最优性。讨论了对循环线性二进制码进行Extend、Shorten、Expurgate、Augment、Lengthen等运算得到的码的局部性。考虑了这类改进码的几个族,并讨论了它们的最优性。最后,我们研究了Reed-Muller码的局部性。尽管它们不是循环的,但证明了循环码的一些局部性结果仍然适用。
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Cyclic linear binary locally repairable codes
Locally repairable codes (LRCs) are a class of codes designed for the local correction of erasures. They have received considerable attention in recent years due to their applications in distributed storage. Most existing results on LRCs do not explicitly take into consideration the field size q, i.e., the size of the code alphabet. In particular, for the binary case, only a few specific results are known by Goparaju and Calderbank. Recently, however, an upper bound on the dimension k of LRCs was presented by Cadambe and Mazumdar. The bound takes into account the length n, minimum distance d, locality r, and field size q, and it is applicable to both non-linear and linear codes. In this work, we first develop an improved version of the bound mentioned above for linear codes. We then focus on cyclic linear binary codes. By leveraging the cyclic structure, we notice that the locality of such a code is determined by the minimum distance of its dual code. Using this result, we investigate the locality of a variety of well known cyclic linear binary codes, e.g., Hamming codes and Simplex codes, and also prove their optimality with our improved bound for linear codes. We also discuss the locality of codes which are obtained by applying the operations of Extend, Shorten, Expurgate, Augment, and Lengthen to cyclic linear binary codes. Several families of such modified codes are considered and their optimality is addressed. Finally, we investigate the locality of Reed-Muller codes. Even though they are not cyclic, it is shown that some of the locality results for cyclic codes still apply.
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