naturalg.m

来自「这是盲信号的代码 都已经通过编译了 做这方面的同仁可以参考一下 我觉得蛮惯用的」· M 代码 · 共 52 行

function [y,e]=naturalg(N)
%
%
load Speech4;
s1=Speech4(1,:);
s2=Speech4(3,:);
s3=Speech4(4,:);

s=[s1;s2;s3];
A=unifrnd(0,1,3,3);
u=0.0005;
W=eye(3);
X=A*s;
Y=W*X;
e=zeros(1,length(X*N));
for k=1:N
  for i=1:length(X)-1
    fy(:,i)=-2*tanh(Y(:,i));
    W=W+u*(inv(W')+fy(:,i)*X(:,i)');
    Y(:,i+1)=W*X(:,i+1);

  p=W*A;
  a=0;
  b=0;
    for j=1:length(A)   
      a=a+sum(abs(p(j,:)))/max(abs(p(j,:)))-1;        
      b=b+sum(abs(p(:,j)))/max(abs(p(:,j)))-1;          
   end
   e(i+(k-1)*length(X))=a+b;
  end
end
y=Y;
subplot(331);
plot(s1);
subplot(332);
plot(s2);
subplot(333);
plot(s3);
subplot(334);
plot(X(1,:));
subplot(335);
plot(X(2,:));
subplot(336);
plot(X(3,:));
subplot(337);
plot(y(1,:));
subplot(338);
plot(y(2,:));
subplot(339);
plot(y(3,:));
figure(2);
plot(e);