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Help with Cross-correlation and Auto-correlation

조회 수: 6(최근 30일)
David Jones
David Jones 2021년 6월 26일
댓글: David Jones 2021년 6월 30일
Hi
I don’t have that much experience in MATLAB, I hope someone can point me in the right direction, I am looking at breathing and the rate and various ways to detect this. I am currently looking into Cross correlation and auto correlation can somebody please help me setup some basic code and give me a few pointers.
I have attached a file which has 6000 samples, 100 samples per second, over 60 seconds.
Any help would be greatly appreciated.
Kind Regards
David

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Image Analyst
Image Analyst 2021년 6월 26일
Try this:
s = load('raw_data.mat')
y = s.raw_ad_data_sine;
plot(y, 'b-', 'LineWidth', 2);
grid on;
% Find peaks
[peakValues, indexesOfPeaks] = findpeaks(y, 'MinPeakDistance', 200, 'Threshold', 1000);
% Plot them.
hold on;
plot(indexesOfPeaks, y(indexesOfPeaks), 'rv', 'LineWidth', 2, 'MarkerSize', 10);
% Find valleys
[valleyValues, indexesOfValley] = findpeaks(-y, 'MinPeakDistance', 200, 'Threshold', 1000);
valleyValues = -valleyValues;
% Plot them.
hold on;
plot(indexesOfValley, y(indexesOfValley), 'r^', 'LineWidth', 2, 'MarkerSize', 10);
  댓글 수: 5
David Jones
David Jones 2021년 6월 30일
Hi
I am strugling to get the display to show the 60s of data correctly, please see atached display I need to display the last graph (5) with the x axis showing the correct timimng , could you please help.
David

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