| 隐Markov模型互信息率存在定理 |
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| 引用本文： | 王雅芳. 隐Markov模型互信息率存在定理[J]. 安徽工业大学学报, 2007, 24(4): 437-441 |
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| 作者姓名： | 王雅芳 |
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| 作者单位： | 江苏大学,理学院,江苏,镇江,212013 |
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| 摘 要： | 引入隐Markov模型及其互信息率的定义,利用Cesaro平均收敛给出隐Markov模型的Cesaro平均收敛定理,证明可列隐Markov模型的互信息率存在定理,结合文献[7]中的方法,得到一个有限隐Markov模型的互信息率存在定理.
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| 关 键 词： | 隐Markov模型 Cesaro平均收敛 互信息率 |
| 文章编号： | 1671-7872（2007）04-0437-05 |
| 收稿时间： | 2007-03-22 |
Existence Theorem of Mutual Information Rate for Hidden Markov Models |
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| WANG Ya-fang. Existence Theorem of Mutual Information Rate for Hidden Markov Models[J]. Journal of Anhui University of Technology, 2007, 24(4): 437-441 |
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| Authors: | WANG Ya-fang |
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| Affiliation: | Faculty of Science, Jiangsu University, zhenjiang 212013, China |
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| Abstract: | Introduce the definitions of hidden Markov models and mutual informationrate for it. Give a Cesaro average convergence theorem for hidden Markov models by using Cesaro average convergence, and prove an existence theorem of information rate for countable hidden Markov models, then obtain an existence theorem of information rate for finite hidden Markov models by using the method in [7]. |
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| Keywords: | hidden Markov models Cesaro average convergence mutual information rate |
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