The AEP for Hidden Markov Tree Models

The asymptotic equipartition property (AEP) plays an important role in establishing lossless source coding theorems and asymptotic coding theorems through the concepts of typical sets and typical sequences in information theory. In this paper, we shall study the strong law of large numbers and the A...

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Bibliographic Details
Published in:IEEE transactions on information theory 2026, p.1-1
Main Authors: Shi, Zhiyan, Xie, Fan, Wang, Bao, Yang, Weiguo
Format: Article
Language:English
Subjects:
AEP
Binary trees
Biological system modeling
Cayley tree
Convergence
Entropy
Hidden Markov models
hidden Markov tree models
Mathematical models
Source coding
Stochastic processes
strong law of large numbers
Testing
Tree-indexed Markov chains
Trees (botanical)
Online Access:Get full text
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