We propose a novel modulation classifier based on the Markov chain Monte Carlo(MCMC) methods for amplitude-phase modulated signals over the frequency-selective fading channel with multiple unknown parameters such as noise power,carrier frequency and phase offset.
为解决在频率选择性衰落信道中,频偏、相偏和噪声功率等多参数未知的幅相调制信号的调制分类问题,提出一种新颖的基于马尔可夫链蒙特卡罗(MCMC)方法的调制分类算法。
Based on analyzing the cause of particle degeneracy,the regularized particle filtering with MCMC move step is proposed.
通过分析该现象产生的原因,提出了将MCMC(马尔可夫链蒙特卡罗)方法应用于正则粒子滤波算法(RPF),与采样重要重采样(SIR)粒子虑波算法比较,此算法不仅克服了粒子退化现象,而且解决了重采样带来的采样枯竭的影响,仿真和实验结果表明:该算法在滤波精度和自适应调整粒子个数方面比SIR粒子滤波有很大的提高。
The Markov chain Monte Carlo (Markov Chain Monte Carlo, referred to as MCMC) move step was joined after the particle filter algorithm resampling steps, to increase the diversity of particles.
为了解决粒子滤波算法在重采样后,丧失粒子多样性的问题,本文在粒子滤波算法的重采样步骤后,加入了马尔可夫链蒙特卡罗(Markov Chain Monte Carlo,简称MCMC)移动步骤,增加粒子的多样性。
In the present paper, we discussed the application of Bayesian method in linkage analysis, including the Bayesian estimation of recombination fraction, linkage testing based on the Bayes Factor and the Bayesian approach for genetic linkage map construction via Markov chain Monte Carlo algorithm.
探讨了贝叶斯统计在遗传连锁分析中的应用,包括遗传重组率的贝叶斯估计、遗传连锁的贝叶斯因子检验和基于马尔可夫链蒙特卡罗理论的遗传连锁图谱构建。
Statistical process adjustment technique based on Markov chain Monte Carlo approach;
基于马尔可夫链蒙特卡罗方法的统计过程调整技术研究
Markov Chain-Monte Carlo method and Population Study;
马尔可夫链—蒙特卡罗方法与人口学研究
Structural Reliability Sensitivity Analysis Method Based on Markov Chain Monte Carlo Subset Simulation
基于马尔可夫蒙特卡罗子集模拟的可靠性灵敏度分析方法
Determination of Permeability Distribution from Well Test Data Using Markov Chain Mento Carlo Method;
基于混合马尔可夫链蒙特卡洛法的渗透率随机预测
Applications of Markov Chain Monte Carlo(MCMC) Methods in Estimating IRT Model Parameters;
“马尔可夫链蒙特卡洛”(MCMC)方法在估计IRT模型参数中的应用
ARMA Model Selection Based on Monte Carlo Markov-Chain;
基于蒙特卡洛-马尔科夫链(MCMC)的ARMA模型选择
Comparison of Two MCMC Approaches to Missing Response Data in 2PL Model
2PL模型的两种马尔可夫蒙特卡洛缺失数据处理方法比较
CASTRO,Jorge Arturo Montero
豪尔赫·阿图罗·蒙特罗· 卡斯特罗
terminating Markov chain
可终止的马尔可夫链
state transition diagram of Markov chain
马尔可夫链状态转换图
Gaussian approximation for Markov chains
马尔可夫链高斯逼近
Research on supply chain dynamic balanced scorecard based on fuzzy evaluation and Markov forecast techniques;
基于模糊评估和马尔可夫预测的供应链动态平衡记分卡
Estimation of the Behavioral for Credit Card Accounts by Markov Chain;
马尔可夫链模型在信用卡账户行为变化预测中的应用
Study on Reliability of Modularized Software based on Markov Chain
马尔可夫链的模块化软件可靠性研究
Lattice Monte Carlo Simulations of the Dynamics of a Single Confined Polymer Chain
受限高分子单链动力学的格子蒙特卡罗模拟
Slope Reliability Analysis with Monte Carlo Method;
基于蒙特卡罗方法的边坡可靠性分析
Component Reliability Based on the Monte Carlo of MATLAB;
浅谈构件可靠度基于MATLAB的蒙特卡罗法
MonteCarlo Simulation Approach on Pricing the Convertible Bonds;
可转换债券价值确定的蒙特卡罗方法