Ensemble-Tight Error Exponents for Mismatched Decoders

Provided by: University of California, Santa Cruz
Topic: Networking
Format: PDF
This paper studies channel coding for discrete memory-less channels with a given (possibly suboptimal) decoding rule. Using upper and lower bounds on the random-coding error probability, the exponential behavior of three random-coding ensembles is characterized. The ensemble tightness of existing achievable error exponents is proven for the i.i.d. and constant-composition ensembles, and a new ensemble-tight error exponent is given for the cost-constrained i.i.d. ensemble. Connections are drawn between the ensembles under both mismatched decoding and maximum-likelihood decoding.

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