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資源簡介

這個是由芬蘭人提出的FastICA算法,我編寫了一個主函數,名字叫zhuhanshu.m,打開后,可以調用其他程序,查看盲源分離的結果

資源截圖

代碼片段和文件信息

clear?all;
clc;

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%注意:本程序使用的測試信號是由功能函數生成的,并且是4路%%%%%%%%%%%%%%%%

[sigmixedsig]=demosig()?????????????????????%調用功能函數demosig,生成了試驗用的信號,得到源信號sig和混合信號mixedsig維數都為4*500

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%畫出各路源信號的波形圖%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
sig1=sig(1:);???
sig2=sig(2:);
sig3=sig(3:);
sig4=sig(4:);
figure(‘Name‘‘(1)Source?Signal‘)
icaplot(‘classic‘sig500500‘lll‘)
subplot(411)plot(sig1)ylabel(‘正弦曲線‘);
subplot(412)plot(sig2)ylabel(‘曲線‘);
subplot(413)plot(sig3)ylabel(‘鋸齒狀‘);
subplot(414)plot(sig4)ylabel(‘脈沖干擾‘);
s=[sig1;sig2;sig3;sig4];

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%畫出混合信號的波形圖%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

mixedsig1=mixedsig(1:);
mixedsig2=mixedsig(2:);
mixedsig3=mixedsig(3:);
mixedsig4=mixedsig(4:);
figure(‘Name‘‘(2)Mixed?Signal‘)
subplot(411)
plot(mixedsig1)
subplot(412)
plot(mixedsig2)
subplot(413)
plot(mixedsig3)
subplot(414)
plot(mixedsig4)
mixedsig=[mixedsig1;mixedsig2;mixedsig3;mixedsig4];

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%主成分分析%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

[ED]=pcamat(mixedsig)??????????????????????????%調用功能函數pcamat得到了特征值和特征向量
warning(‘特征值并沒有按照降序排列‘);
eigenvalues=flipud(sort(diag(D)))???????????????%降序排列特征值

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%計算白化矩陣%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

[nvwmdwm]=whitenv(mixedsigED)???????????????%調用功能函數whitenv得到白化后的信號,白化矩陣,白化矩陣的逆矩陣

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%不動點迭代算法%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

[AW]=fpica(mixedsigwmdwm);???????????????????%調用功能函數fpica,用定點迭代算法的出分離矩陣W
[icasigAW]=fastica(nv)????????????????????????%調用功能函數fastica得到了對源信號的估計信號icasig
is1=icasig(1:);
is2=icasig(2:);
is3=icasig(3:);
is4=icasig(4:);
figure(‘Name‘‘(3)ICAsig‘)??????????????????????%畫出用FastICA算法得出的信號,結果顯示算法性能良好
subplot(411)plot(is1)
subplot(412)plot(is2)
subplot(413)plot(is3)
subplot(414)plot(is4)
xlabel(‘采樣點數‘)

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????2358??2013-10-28?20:29??FastICA_25\aaa.m

?????文件???????1307??2005-10-19?16:05??FastICA_25\Contents.m

?????文件????????794??2005-10-19?16:09??FastICA_25\CVS\Entries

?????文件??????????8??2005-10-19?16:09??FastICA_25\CVS\Repository

?????文件?????????21??2005-10-19?16:09??FastICA_25\CVS\Root

?????文件????????746??2013-10-28?18:55??FastICA_25\demosig.m

?????文件????????402??2003-04-05?17:23??FastICA_25\dispsig.m

?????文件??????18627??2013-10-20?20:20??FastICA_25\fastica.asv

?????文件??????18436??2005-10-19?16:05??FastICA_25\fastica.m

?????文件??????19214??2005-10-19?16:05??FastICA_25\fasticag.m

?????文件??????26041??2005-06-16?15:52??FastICA_25\fpica.m

?????文件??????13126??2004-07-27?16:09??FastICA_25\gui_adv.m

?????文件???????7411??2003-09-08?14:28??FastICA_25\gui_advc.m

?????文件??????19416??2003-09-10?13:33??FastICA_25\gui_cb.m

?????文件???????2704??2003-04-05?17:23??FastICA_25\gui_cg.m

?????文件??????14536??2005-10-19?16:05??FastICA_25\gui_help.m

?????文件???????5129??2004-07-27?16:09??FastICA_25\gui_l.m

?????文件???????3665??2003-09-11?15:01??FastICA_25\gui_lc.m

?????文件???????5017??2004-07-27?16:09??FastICA_25\gui_s.m

?????文件???????2402??2003-09-08?14:29??FastICA_25\gui_sc.m

?????文件??????13259??2003-04-05?17:23??FastICA_25\icaplot.m

?????文件??????12075??2003-12-15?20:24??FastICA_25\pcamat.m

?????文件????????461??2003-04-05?17:23??FastICA_25\remmean.m

?????文件?????160192??2013-09-30?18:18??FastICA_25\Speech4.mat

?????文件???????2842??2003-10-12?12:04??FastICA_25\whitenv.m

?????文件???????2320??2013-10-28?20:26??FastICA_25\zhuhanshu.m

?????文件???????2320??2013-10-28?20:26??FastICA_25\有關FastICA算法\zhuhanshu.m

?????文件??????18432??2013-10-30?18:47??FastICA_25\有關FastICA算法\關于FastICA大程序的解釋.doc

?????文件??????39424??2013-10-28?20:40??FastICA_25\有關FastICA算法\編寫主函數后運用FastICA的運行結果.doc

?????目錄??????????0??2005-10-19?16:09??FastICA_25\CVS

............此處省略5個文件信息

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