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Syndrome-Based Error-Erasure Decoding of Interleaved Linearized Reed-Solomon Codes

Information Theory 2024-12-02 v1 math.IT

Abstract

Linearized Reed--Solomon (LRS) codes are sum-rank-metric codes that generalize both Reed--Solomon and Gabidulin codes. We study vertically and horizontally interleaved LRS (VILRS and HILRS) codes whose codewords consist of a fixed number of stacked or concatenated codewords of a chosen LRS code. Our unified presentation of results for horizontal and vertical interleaving is novel and simplifies the recognition of resembling patterns. This paper's main results are syndrome-based decoders for both VILRS and HILRS codes. We first consider an error-only setting and then present more general error-erasure decoders, which can handle full errors, row erasures, and column erasures simultaneously. Here, an erasure means that parts of the row space or the column space of the error are already known before decoding. We incorporate this knowledge directly into Berlekamp--Massey-like key equations and thus decode all error types jointly. The presented error-only and error-erasure decoders have an average complexity in O(sn2)O(sn^2) and O~(sn2)\widetilde{O}(sn^2) in most scenarios, where ss is the interleaving order and nn denotes the length of the component code. Errors of sum-rank weight τ=tF+tR+tC\tau=t_{\mathcal{F}}+t_{\mathcal{R}}+t_{\mathcal{C}} consist of tFt_{\mathcal{F}} full errors, tRt_{\mathcal{R}} row erasures, and tCt_{\mathcal{C}} column erasures. Their successful decoding can be guaranteed for tF12(nktRtC)t_{\mathcal{F}}\leq\tfrac{1}{2}(n-k-t_{\mathcal{R}}-t_{\mathcal{C}}), where nn and kk represent the length and the dimension of the component LRS code. Moreover, probabilistic decoding beyond the unique-decoding radius is possible with high probability when tFss+1(nktRtC)t_{\mathcal{F}}\leq\tfrac{s}{s+1}(n-k-t_{\mathcal{R}}-t_{\mathcal{C}}) holds for interleaving order ss. We give an upper bound on the failure probability for probabilistic unique decoding and showcase its tightness via Monte Carlo simulations.

Keywords

Cite

@article{arxiv.2411.19101,
  title  = {Syndrome-Based Error-Erasure Decoding of Interleaved Linearized Reed-Solomon Codes},
  author = {Felicitas Hörmann and Hannes Bartz},
  journal= {arXiv preprint arXiv:2411.19101},
  year   = {2024}
}

Comments

33 pages, 3 figures

R2 v1 2026-06-28T20:15:50.615Z