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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...
Permutation Complexity and Coupling Measures in Hidden Markov Models
Permutation Complexity Coupling Measures Hidden Markov Models Chaotic Dynamics
2012/4/26
In [Haruna, T. and Nakajima, K., 2011. Physica D 240, 1370-1377], the authors introduced the duality between values (words) and orderings (permutations) as a basis to discuss the relationship between ...
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...