This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixing matrix are found by maximization of the marginal likelihood [1]. The sufficient statistics are estimated by either variational mean field theory with the linear response correction or by adaptive TAP mean field theory [2,3]. The mean field equations are solved by a belief propagation method [4] or sequential iteration. The computational complexity is N M^3, where N is the number of time samples and M the number of sources.
标签: instantaneous algorithm Bayesian Gaussian
上传时间: 2013-12-19
上传用户:jjj0202
Performance of Ultra Wideband correlator receiver using Gaussian monocycles
标签: Performance correlator monocycles Gaussian
上传时间: 2015-04-12
上传用户:zyt
This m-file displays the time waveform for the Gaussian pulse function and the first and second derivatives of the Gaussian pulse function for a 0.5 nanosecond pulse width. Other values of pulse widths may be used by changing fs,t,t1. The program uses the actual first and second derivative equations for the Gaussian pulse waveforms. The first derivative is considered to be the monocycle or monopulse as discussed in most papers. The second derivative is the waveform generated from a dipole antenna used in a UWB system. Other information is contained in the file.
上传时间: 2015-05-08
上传用户:leixinzhuo
gauss.c - Gaussian random numbers, using the Ziggurat method
标签: Ziggurat Gaussian numbers random
上传时间: 2013-12-06
上传用户:wyc199288
Random Number Generators(随机数生成)包括Gaussian random number generator、uniform random number generator、low-frequency hold generator、1/f noise generator等5种随机信号生成的c源代码
标签: generator random number Generators
上传时间: 2014-12-07
上传用户:edisonfather
bayes分类器 Bayes classifier for Gaussian distributiuon 直接可以解压缩
标签: distributiuon classifier Gaussian bayes
上传时间: 2014-01-21
上传用户:笨小孩
This program simulates Gaussian beam propagation through a Fabry-Perot interferometer %with adjustable error angles.
标签: interferometer Fabry-Perot propagation simulates
上传时间: 2013-12-12
上传用户:ecooo
Gauss_generator利用参数(多普勒频移、系数、相移)生成确定的实高斯过程.m Gaussian确定离散多普勒频移、系数、相移的程序.m Rice_generator在瑞利过程的基础上考虑视距分量,生成莱斯过程.m Suzuki_generator成确定型Suzuki过程.m Rayleigh_Doppler_multiPath.m Rayleigh_Doppler_singlePath.m rayleigh_Filter_Model.m pdf_cdf_gen.m test_rayleigh_pdf.m rayleigh.m
标签: Gauss_generator Rice_generator Gaussian 多普勒频移
上传时间: 2015-07-12
上传用户:hullow
PF and RBPF for conditionally Gaussian JMLS.
标签: conditionally Gaussian JMLS RBPF
上传时间: 2014-12-02
上传用户:asdkin
Comparison between Planar beam with Gaussian beam
标签: beam Comparison Gaussian between
上传时间: 2013-12-24
上传用户:wxhwjf