Matlab实现HHT程序(源码-非常珍贵)

clear all;
x=load ('065140106.TXT');
fs=;
N=length(x);
t=0:1/fs:(N-1)/fs;
z=x;
c=emd(z);
%计算每个IMF分量及最后一个剩余分量residual与原始信号的相关性[m,n]=size(c);
for i=1:m;
a=corrcoef(c(i,:),z);
xg(i)=a(1,2);
end
xg;
for i=1:m-1
%--------------------------------------------------------------------
%计算各IMF的方差贡献率
%定义：方差为平方的均值减去均值的平方
%均值的平方
%imfp2=mean(c(i,:),2).^2
%平方的均值
%imf2p=mean(c(i,:).^2,2)
%各个IMF的方差
mse(i)=mean(c(i,:).^2,2)-mean(c(i,:),2).^2;
end;
mmse=sum(mse);
for i=1:m-1
mse(i)=mean(c(i,:).^2,2)-mean(c(i,:),2).^2;
%方差百分比，也就是方差贡献率
mseb(i)=mse(i)/mmse*100;
%显示各个IMF的方差和贡献率
end;
%画出每个IMF分量及最后一个剩余分量residual的图形
figure(1)
for i=1:m-1
disp(['imf',int2str(i)]) ;disp([mse(i) mseb(i)]);
end;
subplot(m+1,1,1)
plot(t,z)
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['signal','Amplitude'])
for i=1:m-1
subplot(m+1,1,i+1);
set(gcf,'color','w')
plot(t,c(i,:),'k')
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['imf',int2str(i)])
end
subplot(m+1,1,m+1);
set(gcf,'color','w')
plot(t,c(m,:),'k')
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['r',int2str(m-1)])
%画出每个IMF分量及剩余分量residual的幅频曲线figure(2)
subplot(m+1,1,1)
set(gcf,'color','w')
[f,z]=fft(t,z);
plot(f,z,'k')
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['initial signal',int2str(m-1),'Amplitude'])
for i=1:m-1
subplot(m+1,1,i+1);
set(gcf,'color','w')
[f,z]=fft(t,c(i,:));
plot(f,z,'k')
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['imf',int2str(i),'Amplitude'])
end
subplot(m+1,1,m+1);
set(gcf,'color','w')
[f,z]=fft(t,c(m,:));
plot(f,z,'k')
set(gca,'fontname','times New Roman')
set(gca,'fontsize',14.0)
ylabel(['r',int2str(m-1),'Amplitude'])
hx=hilbert(z);
xr=real(hx);xi=imag(hx);
%计算瞬时振幅
sz=sqrt(xr.^2+xi.^2);
%计算瞬时相位
sx=angle(hx);
%计算瞬时频率。