Publication | Closed Access
Soft decoding of variable-length codes
32
Citations
6
References
2002
Year
Unknown Venue
EngineeringMachine LearningJoint Source-channel CodingPattern RecognitionError Correction CodeSequential DecodingIterative DecodingSoft DecodingComputer ScienceCoding TheorySignal ProcessingMaximum LikelihoodVariable-length CodeAlgebraic Coding Theory
We present the results of two methods for soft decoding of variable-length codes. We first show that maximum likelihood (ML) sequential decoding and maximum a posteriori (MAP) sequence estimation gives significant decoding improvements over hard decisions alone, then we show that further improvements can be gained by additional transmission of the symbol length. Finally, we show that it is possible to make use of the inherent meaning of the codewords without additional transmission of side information which results in a further gain.
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