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Estimators for the Entropy Rate of Binary Hidden Markov Processes(英文)
Binary hidden Markov process entropy rate bound estimator,algorithm
2015/5/28
The entropy rate of a hidden Markov process (HMP) is important in theory and practical applications, but it is hard to get an analytical expression or obtain a numerical estimator. In this paper, a ne...
Entropy Rate for Hidden Markov Chains with rare transitions
Entropy Rate for Hidden Markov Chains rare transitions
2011/1/20
We consider Hidden Markov Chains obtained by passing a Markov Chain with rare transitions through a noisy memoryless channel. We obtain asymptotic estimates for the entropy of the resulting Hidden Mar...
On Entropy Rate Graph of Binary Hidden Markov Processes
Binary hidden Markov process entropy rate parameters relation
2015/5/28
The entropy rate of a hidden Markov process (HMP) is very useful in practical applications, but it is hard to compute. In this paper, the relations between entropy rate of binary hidden Markov process...