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关于可列m重非齐次马氏链的一个强大数定律
A strong law of large numbers for mth order countable nonhomogeneous Markov chains
【摘要】 研究了可列m重非齐次马氏链的一个强大数定律.首先给出可列m重非齐次马氏链的定义,然后利用鞅的极限定理再结合遍历系数得到可列m重非齐次马氏链的一个强大数定律,所得结论能够推广已有文献中的一些结果,并对进一步研究多重马氏链提供了理论基础,且能为实际问题如语声、电视信号等多重马尔可夫信源的研究提供理论依据.
【Abstract】 A strong law of large numbers for mth order countable nonhomogeneous Markov chains was studied.We obtain a strong law of large numbers for mth order countable nonhomogeneous Markov chains by means of the ergodic coefficient and the martingale method which generalize some known results and provide some theretical bases for further studying multi-order markov chains and some practical problems such as voice and television signal which are the practical multi-order markov information sources.
【关键词】 非齐次马氏链;
鞅;
强大数定律;
转移矩阵;
【Key words】 nonhomogeneous Markov chains; martingale; strong law of large numbers; transition matrix;
【Key words】 nonhomogeneous Markov chains; martingale; strong law of large numbers; transition matrix;
【基金】 国家自然科学基金资助项目(10571076)
- 【文献出处】 江苏大学学报(自然科学版) ,Journal of Jiangsu University(Natural Science Edition) , 编辑部邮箱 ,2007年05期
- 【分类号】O211.6
- 【被引频次】5
- 【下载频次】84