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EM_GM
% EM algorithm for k multidimensional Gaussian mixture estimation
%
% Inputs:
% X(n,d) - input data, n=number of observations, d=dimension of variable
% k - maximum number of Gaussian components allowed
% ltol - percentage of the log likelihood difference between 2 iterations ([] for none)
% maxiter - maximum number of iteration allowed ([] for none)
% pflag - 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none)
% Init - structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none)
%
% Ouputs:
% W(1,k) - estimated weights of GM
% M(d,k) - estimated mean vectors of GM
% V(d,d,k) - estimated covariance matrices of GM
% L - log likelihood of estimates
%( EM algorithm for k multidimensional Gaussian mixture estimation Inputs: X (n, d)- input data, n = number of observations, d = dimension of variable k- maximum number of Gaussian components allowed ltol- percentage of the log likelihood difference between 2 iterations ([] for none) maxiter- maximum number of iteration allowed ([] for none) pflag- 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) Init- structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) Ouputs: W (1, k)- estimated weights of GM M (d, k)- estimated mean vectors of GM V (d, d, k)- estimated covariance matrices of GM L- log likelihood of estimates)
- 2008-04-27 15:51:27下载
- 积分:1
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Linear_using_circular
linear convolution using circular
- 2012-08-24 04:01:08下载
- 积分:1
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SMO-and-EKF-on-PMSM
一篇很好的将滑模控制与扩展卡尔曼控制结合的控制策略文章。(A very good text with SMO and EKF about PMSM )
- 2015-01-09 19:38:58下载
- 积分:1
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tiankongzhicheng
用Matlab编写的天空之城,分享给大家听听(Matlab prepared Laputa, share them to you)
- 2013-11-10 14:45:27下载
- 积分:1
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robot--LJK
刘金琨老师作品,机器人控制系统和MATLAB仿真。(Teacher Liu Jinkun works, robot control systems and MATLAB simulation.)
- 2009-03-26 18:15:26下载
- 积分:1
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newton
牛顿迭代法求非线性方程的解,需输入初始值,方程,导数方程,步数,error(Newton iteration solution of nonlinear equations required to enter the initial value equation, derivative equation, step number, error)
- 2010-12-22 19:51:36下载
- 积分:1
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3dpml
3d pml fdtd with point source
- 2011-01-01 03:28:24下载
- 积分:1
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noisemodels
matlab中噪声模型,包括测试程序,来自MIT实验室(matlab noise models, including testing procedures, from the MIT Laboratory)
- 2008-08-22 21:41:19下载
- 积分:1
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power_brushlessDCmotor
Brushless DC Motor Fed by Six-Step Inverter
This demonstration illustrates the use of a Six-Step Switch-on mode for a trapezoidal PMSM motor rated 1kW, 3000 rpm and speed regulated.
- 2011-07-22 20:49:20下载
- 积分:1
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matlab-optimal
学习matlab的同学赶紧下啊,非常有用的。 特别是学编程的同学。(very cool optimal course for all.)
- 2013-01-14 19:52:24下载
- 积分:1