added frequency spectrum

This commit is contained in:
Gabri6 2023-03-24 10:22:50 +01:00
parent 2f052616ea
commit fd55a97bb5
2 changed files with 67 additions and 3 deletions

60
frequencySpectrum.m Normal file
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@ -0,0 +1,60 @@
function [power, duration] = frequencySpectrum(signal, fs, pad)
%%%%%%%%%%%%%%%%%%
%function power = frequencySpectrum(signal, fs, pad)
%
% Task: Display the power spectrum (lin and log scale) of a given signal
%
% Input:
% - signal: the input signal to process
% - fs: the sampling rate
% -pad: boolean if true, signal is padded with 0 to the next power of 2 -> FFT instead of DFT
%
% Output:
% - power: the power spectrum
%
%
% Guillaume Gibert, guillaume.gibert@ecam.fr
% 25/04/2022
%%%%%%%%%%%%%%%%%%
n = length(signal); % number of samples
if (pad)
n = 2^nextpow2(n);
end
tic
y = fft(signal, n);% compute DFT of input signal
duration = toc;
power = abs(y).^2/n; % power of the DFT
[val, ind] = max(power); % find the mx value of DFT and its index
% plots
figure;
subplot(1,3,1) % time plot
t=0:1/fs:(n-1)/fs; % time range
%pad signal with zeros
if (pad)
signal = [ signal; zeros( n-length(signal), 1)];
end
plot(t, signal)
xticks(0:0.1*fs:n*fs);
xticklabels(0:0.1:n/fs);
xlabel('Time (s)');
ylabel('Amplitude (a.u.)');
subplot(1,3,2) % linear frequency plot
f = (0:n-1)*(fs/n); % frequency range
plot(f,power, 'b*'); hold on;
plot(f,power, 'r');
xlabel('Frequency (Hz)')
ylabel('Power (a.u.)')
subplot(1,3,3) % log frequency plot
plot(f,10*log10(power/power(ind)));
xlabel('Frequency (Hz)')
ylabel('Power (dB)')

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@ -13,8 +13,12 @@ pkg load signal;
[y fs] = audioread("modulator22.wav");
t=[1:1:size(y)];
t=[1:1:size(y,1)];
figure
plot(t,y);
figure;
subplot(1,1,1);
plot(t,y)
%xlabel('Time (s)');
%ylabel('Sound (dB)');
frequencySpectrum(y, fs, false);