DocumentCode
2608190
Title
Uncoded transmission of Markov sources over noisy channels
Author
Sayir, Jossy
Author_Institution
Vienna Telecommun. Res. Center, Austria
fYear
2002
fDate
20-25 Oct. 2002
Firstpage
203
Abstract
The joint source and channel coding theorem states that for any stationary ergodic process X1, X2.... whose entropy rate H∞ (X) lies below the capacity C of the channel, it is possible to find a joint source and channel encoder of dimension n such that the probability of a decoding error is smaller than ε > 0. A joint source and channel encoder in this context is a mapping from the sources sequences of length n to code sequences of length n, i.e., a "rate 1" encoder. The information rate over the channel is the entropy rate of the source. The question we try to resolve is whether there are Markov sources for which a joint source and channel encoder is not necessary. What reliability can be achieved by a decoder that uses the "natural" redundancy of the source to reconstruct its output, when the source output is transmitted uncoded over the channel? Human decoders are able to reconstruct English text when up to half of the letters in the text are missing. Are French or German preferable to English in this respect? What properties of a Markov source make it suitable for uncoded transmission? At equal entropy rates, can one Markov source be better suited than another for uncoded transmission? Is there a "good" and a "bad" redundancy?.
Keywords
Markov processes; combined source-channel coding; entropy; redundancy; Markov sources; channel capacity; decoding error probability; entropy rate; equivocation rate; information rate; joint source-channel coding; noisy channels; redundancy; reliable transmission; stationary ergodic process; uncoded transmission; Channel capacity; Channel coding; Decoding; Entropy; Erbium; Humans; Information rates; Redundancy; Statistics; Sufficient conditions;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Workshop, 2002. Proceedings of the 2002 IEEE
Print_ISBN
0-7803-7629-3
Type
conf
DOI
10.1109/ITW.2002.1115459
Filename
1115459
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