how to use FFT in matlab using imported data in time domain excel file
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i have some polymers characterized by transmission terahertz time domain spectroscopy (THz-TDS).
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Gagan Jain
2021-12-17
Can you please tell where did you extract that data from? I’m doing a similar project
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Wayne King
2012-8-12
Import the data into MATLAB using xlsread()
Your data will be a Nx2 matrix in MATLAB with the first column the time data and the second column the data you want to Fourier transform.
So for example:
[X,TXT,RAW] = xlsread('yourfile.xls');
xdft = fft(X(:,2));
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更多回答(2 个)
Wayne King
2012-8-12
编辑:Wayne King
2012-8-12
There is a slight variation depending on whether you have an even or odd number of samples in your data.
Even length:
xdft = fft(X(:,2));
% sampling interval -- assuming equal sampling
DT = X(2,1)-X(1,1);
% sampling frequency
Fs = 1/DT;
DF = Fs/size(X,1);
freq = 0:DF:Fs/2;
xdft = xdft(1:length(xdft)/2+1);
plot(freq,abs(xdft))
Odd length
xdft = fft(X(:,2));
% sampling interval -- assuming equal sampling
DT = X(2,1)-X(1,1);
% sampling frequency
Fs = 1/DT;
DF = Fs/size(X,1);
freq = 0:DF:Fs/2;
xdft = xdft(1:round(length(x)/2));
plot(freq,abs(xdft))
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Mathias
2017-2-25
This doesn't seem to work for me. But why not just use the length of freq?
xdft = xdft(1:length(freq));
Sahaphol Hamanee
2018-2-14
编辑:Sahaphol Hamanee
2018-2-14
Hi Wayne King, thank you for your guidance. May I ask what DF = Fs/size(X,1); is for? What is the meaning of it? It is the only thing I didn´t understand.
Best Regards
Wayne King
2012-8-13
编辑:Wayne King
2012-8-13
To get the phase, use angle()
phi = angle(xdft);
To export the frequencies and magnitudes back to Excel, place them in a matrix.
Xdftmatrix = [freq' abs(xdft)];
then use xlswrite
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Wayne King
2012-8-13
编辑:Wayne King
2012-8-13
phi = angle(xdft);
plot(freq,phi)
You want to plot the phase as a function of frequency
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