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非齐次树上马氏信源的一类Shannon-McMillan定理 被引量:4

A class of Shannon-McMillan theorems for Markov information source on a non-homogeneous tree
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摘要 通过构造适当的非负鞅,将Doob鞅收敛定理应用于几乎处处收敛的研究,给出了非齐次树上m重非齐次马氏信源的一类Shannon-McMillan定理. In this paper, by constructing non-negative martingales and appliying Doob's martingale convergence theorem to the research of a.e. convergence, a class of Shannon-McMillan theorems for m-order non-homogeneous Markov information source on a non-homogeneous tree are given.
出处 《纯粹数学与应用数学》 CSCD 2014年第4期331-340,共10页 Pure and Applied Mathematics
基金 河北省高等学校科学技术研究重点项目(ZD2014051)
关键词 非齐次树 马氏信源 SHANNON-MCMILLAN定理 non-homogeneous tree, martingale, Markov information source, Shannon-McMillan theorem 2010 MSC: 60B12
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  • 1Yang W C. A class of deviation theorems for the random fields associated with non-homogeneous Markov chains indexed by a Bethe tree [J]. Stochastic Analysis and Applications, 2012,30(2):220-237.
  • 2Dong Y, Yang W G, Bai J F. The strong law of large numbers and the Shannon-McMillan theorem for non-homogeneous Markov chains indexed by a Cayley tree [J]. Statist Probab. Lett., 2011,81:1883-1890.
  • 3Shi Z Y, Yang W G. Some limit properties for the m-th-order non-homogeneous Markov chains indexed by an m rooted Cayley tree [J]. Statist Probab. Lett., 2010, 80(15):1223-1233.
  • 4Dong Y, Yang W G, Bai J F. The strong law of large numbers and the Shannon-McMillan theorem for non- homogeneous Markov chains indexed by a Cayley tree [J]. Statistics and Probability Letters, 2011,81:1883- 1890.
  • 5Shi Z Y, Yang W G. Some limit properties for the m-th-order non-homogeneous Markov chains indexed by an m rooted Cayley tree [J]. Statistics and Probability Letters, 2010,80(15):1223-1233.
  • 6Yang W C. A class of deviation theorems for the random fields associated with non-homogeneous Markov chains indexed by a Bethe tree [J]. Stochastic Analysis and Applications, 2012,30(2):220-237.
  • 7Dong Y,Yang W G,Bai J F.The strong law of large numbers and the Shannon-McMillan theorem for non-homogeneous Markov chains indexed by a Cayley tree[J].Statist Probab Lett,2011,81:1883-1890.
  • 8Shi Z Y,Yang W G.Some limit properties for the m-th-order non-homogeneous Markov chainsindexed by an m rooted Cayley tree[J].Statist Probab Lett,2010,80(15):1223-1233.
  • 9Yang W G.A class of deviation theorems for the random fields associated with non-homogeneous Markov chains indexed by a Bethe tree[J].Stochastic Analysis and Applications,2012,30(2):220-237.
  • 10宋明珠.马氏双链函数的一个强大数定律[J].数学杂志,2012,32(6):1105-1110. 被引量:2

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