Tighter decoding reliability bound for Gallager’s error-correcting code

Yoshiyuki Kabashima, Naoya Sazuka, Kazutaka Nakamura, and David Saad
Phys. Rev. E 64, 046113 – Published 21 September 2001
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Abstract

Statistical physics is employed to evaluate the performance of error-correcting codes in the case of finite message length for an ensemble of Gallager’s error correcting codes. We follow Gallager’s approach of upper bounding the average decoding error rate, but invoke the replica method to reproduce the tightest general bound to date, and to improve on the most accurate zero-error noise level threshold reported in the literature. The relation between the methods used and those presented in the information theory literature are explored.

  • Received 7 October 2000

DOI:https://doi.org/10.1103/PhysRevE.64.046113

©2001 American Physical Society

Authors & Affiliations

Yoshiyuki Kabashima1, Naoya Sazuka1, Kazutaka Nakamura1, and David Saad2

  • 1Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, Yokohama 2268502, Japan
  • 2The Neural Computing Research Group, Aston University, Birmingham B4 7ET, United Kingdom

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Vol. 64, Iss. 4 — October 2001

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