Error-Correcting Graph Codes
Abstract
In this paper, we construct Error-Correcting Graph Codes. An error-correcting graph code of distance is a family of graphs on a common vertex set of size , such that if we start with any graph in , we would have to modify the neighborhoods of at least vertices in order to obtain some other graph in . This is a natural graph generalization of the standard Hamming distance error-correcting codes for binary strings. Yohananov and Yaakobi were the first to construct codes in this metric, constructing good codes for , and optimal codes for a large-alphabet analogue. We extend their work by showing 1. Combinatorial results determining the optimal rate vs. distance trade-off nonconstructively. 2. Graph code analogues of Reed-Solomon codes and code concatenation, leading to positive distance codes for all rates and positive rate codes for all distances. 3. Graph code analogues of dual-BCH codes, yielding large codes with distance . This gives an explicit ''graph code of Ramsey graphs''. Several recent works, starting with the paper of Alon, Gujgiczer, K\"orner, Milojevi\'c, and Simonyi, have studied more general graph codes; where the symmetric difference between any two graphs in the code is required to have some desired property. Error-correcting graph codes are a particularly interesting instantiation of this concept.
Cite
@article{arxiv.2406.13867,
title = {Error-Correcting Graph Codes},
author = {Swastik Kopparty and Aditya Potukuchi and Harry Sha},
journal= {arXiv preprint arXiv:2406.13867},
year = {2024}
}
Comments
27 pages, 3 figures, 1 table