Baum_Welch-algorithm

所属分类:matlab编程
开发工具:matlab
文件大小:3KB
下载次数:140
上传日期:2014-04-05 11:35:43
上 传 者xijianing006
说明:  用Baum-Welch算法来迭代估计一个隐马尔科夫模型(HMM)的初始状态概率分布以及其状态转移概率矩阵。其中文件有mainfile_B_W.m为主函数,Baum_Welch.m为Baum-Welch算法迭代函数,Forward_variable.m与Backward_variable.m与Gamma_variable.m与Ksi_variable.m是需要计算的四种因子,B_pdf.m为混淆散射概率密度函数。
(It s Baum-Welch algorithm for iteratively estimating the initial states probability distribution and state transition probability matrix. In the folder, "mainfile_B_W.m" is the main function, and "Baum_Welch.m" is the iteration Baum-Welch function. Also these four file "Forward_variable.m " "Backward_variable.m" "Gamma_variable.m" "Ksi_variable.m" are used for calculating crucial factors. "B_pdf.m" is the emission probability distrubution function.)

文件列表:
Baum_Welch algorithm\Backward_variable.m (615, 2014-01-04)
Baum_Welch algorithm\Baum_Welch.m (1293, 2014-01-05)
Baum_Welch algorithm\B_pdf.m (426, 2014-01-12)
Baum_Welch algorithm\Forward_variable.m (553, 2014-01-04)
Baum_Welch algorithm\Gamma_variable.m (316, 2014-01-04)
Baum_Welch algorithm\Ksi_variable.m (491, 2014-01-04)
Baum_Welch algorithm\mainfile_B_W.m (802, 2014-01-12)
Baum_Welch algorithm (0, 2014-04-05)

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