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A class of generalized Shannon-McMillan theorems for arbitrary discrete information source (Q2889936)

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scientific article; zbMATH DE number 6044063
Language Label Description Also known as
English
A class of generalized Shannon-McMillan theorems for arbitrary discrete information source
scientific article; zbMATH DE number 6044063

    Statements

    8 June 2012
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    Shannon-McMillan theorem
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    arbitrary information source
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    relative entropy density
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    \(m\)-order Markov information source
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    non-memory information source
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    A class of generalized Shannon-McMillan theorems for arbitrary discrete information source (English)
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    This paper studies a class of strong limit theorems (generalized Shannon-McMillan theorems) for the relative entropy densities of random sums of an arbitrary information source, with a countable state space, and for the generalized entropy density of random sums. These results extend some similar results in [\textit{W. Liu} and \textit{W. Yang}, Stochastic Processes Appl. 61, No. 1, 129--145 (1996; Zbl 0861.60042); \textit{W. Yang, Z. Ye} and \textit{W. Liu}, ``A local convergence theorem for partial sums of stochastic adapted sequences'', Czech. Math. J. 56, No. 2, 525--532 (2006; Zbl 1164.60338].
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    Identifiers