Tighter Decoding Reliability Bound for Gallager's Error-Correcting Code
classification
❄️ cond-mat.dis-nn
keywords
gallagerboundcodesdecodingerrorerror-correctingliteratureaccurate
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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.
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