A complete sufficient statistic for finite-state Markov processes with application to source coding

Wolfe L.B.; Chang C.-I.

首页> 外文期刊>IEEE Transactions on Information Theory >A complete sufficient statistic for finite-state Markov processes with application to source coding

【24h】

A complete sufficient statistic for finite-state Markov processes with application to source coding

机译：有限状态马尔可夫过程的完整充分统计量及其在源代码中的应用

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

A complete sufficient statistic is presented for the class of all finite-state, finite-order stationary discrete Markov processes. This sufficient statistic is complete in the sense that it summarizes in entirety the whole of the relevant information supplied by any process sample. The sufficient statistic has application to source coding problems such as source matching and calculation of the rate distortion function.

机译：为所有有限状态，有限阶平稳离散马尔可夫过程的类别提供了一个完整的充分统计量。从足够总结任何过程样本提供的全部相关信息的意义上来说，此充分的统计信息是完整的。足够的统计量已应用于源编码问题，例如源匹配和速率失真函数的计算。

著录项

来源
《IEEE Transactions on Information Theory》 |1993年第3期|P.1047-1049|共3页
作者
Wolfe L.B.; Chang C.-I.;
展开▼
作者单位

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类无线电电子学、电信技术;
关键词

相似文献

外文文献
中文文献
专利

1. The superposition of discrete-time Markov renewal processes with an application to statistical multiplexing of bursty traffic sources [J] . Elsayed KMF., Perros HG. Applied mathematics and computation . 2000,第1期

机译：离散时间马尔可夫更新过程的叠加及其在突发流量源统计复用中的应用
2. A sufficient condition for the continuity of permanental processes with applications to local times of markov processes [J] . Marcus M.B., Rosen J. The Annals of Probability: An Official Journal of the Institute of Mathematical Statistics . 2013,第2期

机译：永久流程连续性的充分条件，适用于马尔可夫流程的本地时间
3. EXPLICIT LIMIT RESULTS FOR MINIMAL SUFFICIENT STATISTICS AND MAXIMUM LIKELIHOOD ESTIMATORS IN SOME MARKOV PROCESSES - EXPONENTIAL FAMILIES APPROACH [J] . Stefanov VT. The Annals of Statistics: An Official Journal of the Institute of Mathematical Statistics . 1995,第4期

机译：某些马尔可夫过程中的最小充分统计量和最大似然估计的显式极限结果-指数族方法
4. On the superposition of discrete-time Markov renewal processes and application to statistical multiplexing of bursty traffic sources [C] . Elsayed, K.M. Global Telecommunications Conference, 1994. GLOBECOM '94. Communications: The Global Bridge., IEEE . 1994

机译：离散时间马尔可夫更新过程的叠加及其在突发流量源统计复用中的应用
5. Applications of Nonstandard Analysis to Markov Processes and Statistical Decision Theory [D] . Duanmu, Haosui 2018

机译：非标准分析在马尔可夫过程和统计决策理论中的应用
6. Comparison of methods for calculating conditional expectations of sufficient statistics for continuous time Markov chains [O] . Paula Tataru, Asger Hobolth 2011

机译：连续时间马尔可夫链计算足够统计量的条件期望的方法比较
7. The Superposition of Discrete-Time Markov Renewal Processes with an Application to Statistical Multiplexing of Bursty Traffic Sources [O] . Khaled Fuad Elsayed, Khaled M. Fuad, Elsayed Harry, 1994

机译：离散时间马尔可夫更新过程的叠加及其在突发交通源统计复用中的应用

A complete sufficient statistic for finite-state Markov processes with application to source coding

摘要

著录项

相似文献

相关主题

期刊订阅