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2010 Asia-Pacific Conference on Information Theory (APCIT 2010 E-BOOK)

Xi'an,China,10.1-10.2,2010

ISBN: 978-1-935068-47-1 Scientific Research Publishing, USA

E-Book 506pp Pub. Date: November 2010

Category: Computer Science & Communications

Price: $80

Title: Strong Laws of Large Numbers for Second Order Hidden Markov Models
Source: 2010 Asia-Pacific Conference on Information Theory (APCIT 2010 E-BOOK) (pp 375-379)
Author(s): Zhiqiang Zhou, Jiangsu University, Zhenjiang 212013, China
Weiguo Yang, Jiangsu University, Zhenjiang 212013, China
Abstract: Some strong laws of large numbers for second order hidden Markov models are studied in this paper. First, a strong limit theorem for the average of the four variables function of hidden non-homogeneous Markov model is given. As corollaries, several strong limit theorems for the frequency of occurrence states for hidden non-homogeneous Markov model are obtained. Finally, some strong laws of large numbers for second order hidden Markov models are obtained.
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