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MCMC方法及其在移动通信中的应用 被引量:3

Method and Application of MCMC in Mobile Communications
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摘要 马尔可夫链蒙特卡罗(MarkovChainMonteCarlo,MCMC)方法是从统计科学发展而来的、可以提供理论上的最优性能、计算量较低的一种非常有应用前景的新型信号处理方法。文中结合移动通信中的应用,简单介绍MCMC的基本原理,并总结出MCMC的一些特点。 The Markov Chain Monte Carlo(MCMC)methodologies recently emerged in s tatistics have provided a promising new paradi gm for the design of low -complexity s ignal processing techniques with performance approaching the th eoretical optimum.In this paper,we provide an overview of the MCMC theories and application in mob ile communications.And we summariz e the characteristics of MCMC.
出处 《通信技术》 2002年第8X期6-8,共3页 Communications Technology
基金 国家自然科学基金(No.69972028)资助课题。
关键词 移动通信马尔可夫链蒙特卡罗方法 Gibbs抽样器 Metropolis-Hastings算法 mobile communications,MCMC,Gibbs sampler,Metropolis -Hastings algorithm
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