Improving the Gilbert-Varshamov Bound by Graph Spectral Method

Improving the Gilbert-Varshamov Bound by Graph Spectral Method

Year:    2023

Author:    Zicheng Ye, Huazi Zhang, Rong Li, Jun Wang, Guiying Yan, Zhiming Ma

CSIAM Transactions on Applied Mathematics, Vol. 4 (2023), Iss. 1 : pp. 1–12

Abstract

We improve Gilbert-Varshamov bound by graph spectral method. Gilbert graph $G_{q,n,d}$ is a graph with all vectors in $\mathbb{F}^n_q$ as vertices where two vertices are adjacent if their Hamming distance is less than $d.$ In this paper, we calculate the eigenvalues and eigenvectors of $G_{q,n,d}$ using the properties of Cayley graph. The improved bound is associated with the minimum eigenvalue of the graph. Finally we give an algorithm to calculate the bound and linear codes which satisfy the bound.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/ 10.4208/csiam-am.SO-2021-0024

CSIAM Transactions on Applied Mathematics, Vol. 4 (2023), Iss. 1 : pp. 1–12

Published online:    2023-01

AMS Subject Headings:    Global Science Press

Copyright:    COPYRIGHT: © Global Science Press

Pages:    12

Keywords:    Gilbert–Varshamov bound independence number graph spectral method Cayley graph linear codes.

Author Details

Zicheng Ye

Huazi Zhang

Rong Li

Jun Wang

Guiying Yan

Zhiming Ma