FFT: Detrend not removing 0 Hz component?

1 visualización (últimos 30 días)
Desiree Phillips
Desiree Phillips el 15 de Abr. de 2013
Comentada: Wayne King el 30 de Dic. de 2013
I have a data vector that I am trying to use fft on. I've read in other answers that the 0 Hz component comes from the mean so I need to detrend the data. The following lines should work:
detrend(data,0) or detrend(data,'constant')
but there is no visible change in my output: the 0 Hz component still dominates significantly. If it helps, the vector contains electrical grid frequency values over time. Here is my code:
% FFT Variable Initializations
Fs = 10; % 10 Hz sampling frequency
[nrows,ncols]=size(data); % Data size
NFFT = 2^nextpow2(nrows); % Next power of 2 from nrows of data
% Perform FFT Analysis on each column
linespec = {'r' 'g' 'b' 'c' 'm' 'y' 'k' '-k'};
for i =1:length(linespec)
% Detrend the data
dtr_data = detrend(data(~isnan(data(:,i)),i),'constant');
% Perform FFT on detrended data
fft_data = fft(dtr_data,NFFT)/nrows;
f = Fs/2*linspace(0,1,NFFT/2+1);
plot(f,2*abs(fft_data(1:NFFT/2+1)),linespec{i})
hold on
end
Thanks in advance for all the help.
  1 comentario
Wayne King
Wayne King el 30 de Dic. de 2013
Can you attach the data, or is it too big? How about just one column.

Iniciar sesión para comentar.

Respuestas (0)

Categorías

Más información sobre Fourier Analysis and Filtering en Help Center y File Exchange.

Etiquetas

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by