A novel approach to model the land mobile satellite channel through reversible jump markov chain monte carlo technique

Alasseur C.; Scalise S.; Husson L.; Ernst H.

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A novel approach to model the land mobile satellite channel through reversible jump markov chain monte carlo technique

机译：通过可逆跳马尔可夫链蒙特卡洛技术模拟陆地移动卫星信道的新方法

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A key issue in the design of a mobile satellite communication system is an adequate knowledge of the statistical behavior of the propagation channel. To achieve this goal, the development of very accurate models plays a very important role. In contrast to traditional multi-state Markov chain based models, the novel approach proposed in this paper makes no prior assumptions on the number of states or on the statistical distributions characterizing each state. The sequence of channel states is blindly estimated using a Reversible Jump Monte Carlo Markov Chain algorithm.

机译：移动卫星通信系统设计中的关键问题是对传播信道的统计行为的充分了解。为了实现这一目标，非常精确的模型的开发起着非常重要的作用。与传统的基于多状态马尔可夫链的模型相比，本文提出的新颖方法没有对状态数或表征每个状态的统计分布做出任何先验假设。信道状态序列是使用可逆跳转蒙特卡洛马尔可夫链算法盲估计的。

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《IEEE transactions on wireless communications》 |2008年第2期|p.532-542|共11页
作者
Alasseur C.; Scalise S.; Husson L.; Ernst H.;
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正文语种 eng
中图分类无线通信;
关键词
Markov processes; Monte Carlo methods; mobile communication; satellite communication; statistical distributions; land mobile satellite channel; propagation channel; reversible jump Markov Chain Monte Carlo technique;

机译：马尔可夫过程;蒙特卡罗方法;移动通信;卫星通信;统计分布;陆地移动卫星信道;传播信道;可逆跳跃马尔可夫链蒙特卡罗技术;

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2. A Bayesian Approach for Zero-Inflated Count Regression Models by Using the Reversible Jump Markov Chain Monte Carlo Method and an Application [J] . ILKNUR OEZMEN, HAYDAR DEMIRHAN Communications in statistics: theory and methods . 2010,第11a12期

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3. An efficient interpolation technique for jump proposals in reversible-jump Markov chain Monte Carlo calculations [J] . W. M. Farr, I. Mandel, D. Stevens Royal Society Open Science . 2015,第6期

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4. Accurate and Novel Modeling of the Land Mobile Satellite Channel using Reversible Jump Markov Chain Monte Carlo Technique [C] . S. Scalise, C. Alasseur, L. Husson, Global Telecommunications Conference . 2006

机译：使用可逆跳转马克洛夫链蒙特卡罗技术准确和新颖的陆地移动卫星渠道建模
5. Detecting piecewise linear networks using reversible jump Markov Chain Monte Carlo. [D] . Apte, Akshay. 2010

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6. An efficient interpolation technique for jump proposals in reversible-jump Markov chain Monte Carlo calculations [O] . W. M. Farr, I. Mandel, D. Stevens 2015

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7. Model selection for hidden Markov models of ion channel data by reversible jump Markov chain Monte Carlo [O] . Mathisca C.M. De Gunst, Barry Schouten 2003

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A novel approach to model the land mobile satellite channel through reversible jump markov chain monte carlo technique

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