measuring duration of peaks
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Hello, I have an biological signal which I want to know the duration of its peaks. I have tried detecting the peaks and then running down the slope until it turns around. The problem is that index of left side is equal to peak index (shown in the pictures). Do you have any ideas how to solve this?
Thank you :)
this is my code:
[peakValues, indexesOfPeaks] = findpeaks(y,'MinPeakHeight',1.8e6);
numPeaks = length(peakValues);
peakLeft = ones(1, numPeaks);
peakRight = ones(1, numPeaks);
figure(1);
plot(y(:,1), 'b-', 'LineWidth', 1);
hold on;
scatter(indexesOfPeaks, peakValues, 'or');
grid on;
% Find valley to the left of the peak
hold on;
for k = 1 : numPeaks
for k2 = indexesOfPeaks(k) : -1 :1
if y(k2+1) < y(k2)
break;
end
end
peakLeft(k) = k2;
end
% Find valley to the right of the peak
for k = 1 : numPeaks
for k2 = indexesOfPeaks(k) : length(y)
if y(k2+1) > y(k2)
break;
end
end
peakRight(k) = k2;
end
% Plot red lines on the left and red lines on the right.
for k = 1 : length(peakLeft)
xline(peakRight, 'Color', '#52FFF6', 'LineWidth', 1);
xline(peakLeft, 'Color', '#FFA5A5', 'LineWidth', 1);
end
this is signal filtration I use:
y_bp = bandpass(signal,[10 21],fs);
y2 = y_bp.^2;
Lich_vz=round(100*fs/2200);
b2=fir1(Lich_vz, 3/(fs/2), 'low');
y=filtfilt(b2,a,double(y2));
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채택된 답변
Image Analyst
2023년 4월 23일
Try
% Find valley to the left of the peak
hold on;
for k = 1 : numPeaks
% Start just to the left of the peak by one index.
startingIndex = indexesOfPeaks(k) - 1;
for k2 = startingIndex : -1 :1
if y(k2-1) > y(k2)
% The signal turned around and started heading back up.
break;
end
end
peakLeft(k) = k2;
end
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