English

Equivalence of Insertion/Deletion Correcting Codes for $d$-dimensional Arrays

Information Theory 2022-08-11 v1 math.IT

Abstract

We consider the problem of correcting insertion and deletion errors in the dd-dimensional space. This problem is well understood for vectors (one-dimensional space) and was recently studied for arrays (two-dimensional space). For vectors and arrays, the problem is motivated by several practical applications such as DNA-based storage and racetrack memories. From a theoretical perspective, it is interesting to know whether the same properties of insertion/deletion correcting codes generalize to the dd-dimensional space. In this work, we show that the equivalence between insertion and deletion correcting codes generalizes to the dd-dimensional space. As a particular result, we show the following missing equivalence for arrays: a code that can correct trt_\mathrm{r} and tct_\mathrm{c} row/column deletions can correct any combination of trins+trdel=trt_\mathrm{r}^{\mathrm{ins}}+t_\mathrm{r}^{\mathrm{del}}=t_\mathrm{r} and tcins+tcdel=tct_\mathrm{c}^{\mathrm{ins}}+t_\mathrm{c}^{\mathrm{del}}=t_\mathrm{c} row/column insertions and deletions. The fundamental limit on the redundancy and a construction of insertion/deletion correcting codes in the dd-dimensional space remain open for future work.

Keywords

Cite

@article{arxiv.2208.05412,
  title  = {Equivalence of Insertion/Deletion Correcting Codes for $d$-dimensional Arrays},
  author = {Evagoras Stylianou and Lorenz Welter and Rawad Bitar and Antonia Wachter-Zeh and Eitan Yaakobi},
  journal= {arXiv preprint arXiv:2208.05412},
  year   = {2022}
}

Comments

Accepted to IEEE International Symposium on Information Theory 2022