关于非齐次二重马氏信源的若干极限定理

Some Limit Theorems for Second Order Nonhomogeneous Markov Information Source

  • 摘要: 本文用分析方法研究非齐次二重马氏信源的若干极限性质,得到了关于此种信源三元函数一类平均值的一个极限定理.作为推论,得到了关于任意非齐次二重马氏信源均成立的几个极限性质和关于非齐次二重马氏信源相对熵密度的几个极限性质,将Shanon定理推广到非齐次二重马氏信源的情况。比照本文的有关结论,不难得出一般非齐次重马氏信源的有关极限性质.

     

    Abstract: In this paper, the limit properties of second order nonhomogeneous Markov information source are studied by using the analytic approach, and a limit theorem for the averages of the functions of three variables of this information source, including several limit properties which all second order nonhomogeneous Markov information source possess and several limit properties of the relative entropy densities of this information source, are obtained. We also give an extension of Shannon theorem to the case of second order nonhomogeneous Markov information source.

     

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