Bounds and Constructions of Singleton-Optimal Locally Repairable Codes With Small Localities
An <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(n, k, d; r)_{q}$ </tex-math></inline-formula>-locally repairable code (LRC) is called a Singleton-optimal LRC if it achieves the Singleton-type bound. Analogous to the classical MDS conjecture, the maximal length problem of Singleton-optimal LRCs has attracted a lot of attention in recent years. In this paper, we give an improved upper bound for the length of q-ary Singleton-optimal LRCs with disjoint repair groups such that <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(r+1)\mid n$ </tex-math></inline-formula> based on the parity-check matrix approach. In particular, for any Singleton-optimal <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(n, k, d; r)_{q}$ </tex-math></inline-formula>-LRCs, we show that: 1) <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$n\le q+d-4$ </tex-math></inline-formula>, when <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$r=2$ </tex-math></inline-formula> and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$d=3e+8$ </tex-math></inline-formula> with <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$e\ge 0$ </tex-math></inline-formula>; 2) <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$n\leq (r+1)\left \lfloor {{\frac {2(q^{2}+q+1)}{r(r+1)} +e+1}}\right \rfloor $ </tex-math></inline-formula>, when <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$d\ge 8$ </tex-math></inline-formula> and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\max \left \{{{3,\frac {d-e-6}{e+1}}}\right \}\le r\le \frac {d-e-3}{e+1}$ </tex-math></inline-formula> for any <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$0\le e\le \left \lfloor {{\frac {d-6}{4} }}\right \rfloor $ </tex-math></inline-formula>. Furthermore, we establish equivalent connections between the existence of Singleton-optimal <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(n,k,d;r)_{q}$ </tex-math></inline-formula>-LRCs for <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$d=6, r=3$ </tex-math></inline-formula> and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$d=7, r=2$ </tex-math></inline-formula> with disjoint repair groups and some subsets of lines in finite projective space with certain properties. Consequently, we prove that the length of q-ary Singleton-optimal LRCs with minimum distance <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$d=6$ </tex-math></inline-formula> and locality <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$r=3$ </tex-math></inline-formula> is upper bounded by <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$O(q^{1.5})$ </tex-math></inline-formula>. We construct Singleton-optimal <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(8\le n\le q+1,k,d=6,r=3)_{q}$ </tex-math></inline-formula>-LRC with disjoint repair groups such that <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$4\mid n$ </tex-math></inline-formula> and determine the exact value of the maximum code length for some specific q. We also prove the existence of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(n, k, d=7; r=2)_{q}$ </tex-math></inline-formula>-Singleton-optimal LRCs for <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$n \approx \sqrt {2}q$ </tex-math></inline-formula>.
Authors
- Weijun Fang (ORCID: https://orcid.org/0000-0003-4121-290X)
- Shu‐Tao Xia (ORCID: https://orcid.org/0000-0002-8639-982X)
- Fang‐Wei Fu (ORCID: https://orcid.org/0000-0002-9696-8977)
- Ran Tao (ORCID: https://orcid.org/0000-0003-2064-7429)
- Bin Chen (ORCID: https://orcid.org/0000-0002-4798-230X)
Institutions
- Shandong University (CN)
- Harbin Institute of Technology (CN)
- Nankai University (CN)
- Tsinghua–Berkeley Shenzhen Institute (CN)
- State Key Laboratory of Cryptology (CN)
- Laboratoire de physique de la matière condensée (FR)
- Tsinghua University (CN)
Publication Details
- Journal
- IEEE Transactions on Information Theory
- Published
- 2024-08-22
- DOI
- https://doi.org/10.1109/tit.2024.3448265
- Citations
- 3
- Primary Topic
- Cellular Automata and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.08
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Shandong Province
- Nankai Zhide Foundation
- National Key Research and Development Program of China
- Fundamental Research Funds for the Central Universities