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Soviet physics. Doklady

One Class of Error-Correcting Codes

M. A. Karmazin

Published Jan 1, 1965• 0 citations
OpenAlex

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Analog error-correcting codes (Analog ECCs), introduced by Roth [1], address errors in vector-matrix multiplication arising from analog noise and sparse outliers in in-memory computing. A fundamental open problem concerns the lower bound on the single-error correction threshold Γ2(C)Γ_2(\mathcal C)Γ2​(C) for real [n,k][n,k][n,k] linear codes with fixed redundancy r=n−k≥2r=n-k\geq 2r=n−k≥2. Li et al. [2] recently established that for redundancy r=2r=2r=2, every real [n,n−2][n,n-2][n,n−2] linear code C\mathcal{C}C satisfies Γ2(C)≥csc⁡2(π2n)Γ_2(\mathcal C)\geq \csc^2(\fracπ{2n})Γ2​(C)≥csc2(2nπ​), resolving an open problem in [1], and showed that, for every fixed r≥2r \geq 2r≥2, there exists a class of [n,k][n,k][n,k] linear code C\mathcal{C}C over R\mathbb{R}R such that Γ2(C)≤O(n1+1r−1)Γ_2(\mathcal{C}) \leq O(n^{1+\frac{1}{r-1}})Γ2​(C)≤O(n1+r−11​). This paper proves the matching converse in [2]. For every [n,k][n,k][n,k] linear code C⊆Rn\mathcal{C}\subseteq \mathbb R^nC⊆Rn with fixed redundancy $2\leq r