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10 - A packing lemma and the error exponent in channel coding

Published online by Cambridge University Press:  05 August 2012

Imre Csiszár
Affiliation:
Mathematical Institute of the Hungarian Academy of Sciences
János Körner
Affiliation:
Università degli Studi di Roma 'La Sapienza', Italy
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Summary

In this chapter we revisit the coding theorem for a DMC. By definition, for any R > 0 below capacity, there exists a sequence of n-length block codes (fn, φn) with rates converging to R and maximum probability of error converging to zero as n → ∞. On the other hand, by Theorem 6.5, for codes of rate converging to a number above capacity, the maximum probability of error converges to unity. Now we look at the speed of these convergences. This problem is far more complex than its source coding analog and it has not been fully settled yet.

We saw in Chapter 6 that the capacity of a DMC can be achieved by codes, all codewords of which have approximately the same type. In this chapter we shall concentrate attention on constant composition codes, i.e., codes all codewords of which have the very same type. We shall investigate the asymptotics of the error probability for codes from this special class. The general problem reduces to this one in a simple manner.

Our present approach will differ from that in Chapter 6. In that chapter channel codes were constructed by defining the encoder and the decoder simultaneously, in a successive manner. Here, attention will be focused on finding suitable encoders; the decoder will be determined by the encoder in a way to be specified later.

Type
Chapter
Information
Information Theory
Coding Theorems for Discrete Memoryless Systems
, pp. 144 - 183
Publisher: Cambridge University Press
Print publication year: 2011

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