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.
Original language | English |
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Pages (from-to) | 1-4 |
Number of pages | 4 |
Journal | Physical Review E |
Volume | 64 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2001 |
Bibliographical note
Copyright of the American Physical SocietyKeywords
- Statistical physics
- error-correcting code
- finite message length
- decoding error rate