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Convergence Rate of Empirical Spectral Distribution of Random Matrices From Linear Codes.

Authors :
Chan, Chin Hei
Tarokh, Vahid
Xiong, Maosheng
Source :
IEEE Transactions on Information Theory. Feb2021, Vol. 67 Issue 2, p1080-1087. 8p.
Publication Year :
2021

Abstract

It is known that the empirical spectral distribution of random matrices obtained from linear codes of increasing length converges to the well-known Marchenko-Pastur law, if the Hamming distance of the dual codes is at least 5. In this paper, we prove that the convergence rate in probability is at least of the order $n^{-1/4}$ where $n$ is the length of the code. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
67
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
148353486
Full Text :
https://doi.org/10.1109/TIT.2020.3039175