MATLAB Answers

How to find the locations or indices of lower and upper ends of FWHM of a peak

2 views (last 30 days)
How to find the locations and Index of lower and upper limit of FWHM of the largest peak shown in the pic below
Whn I use findpeaks function I am able to get the FWHM but I find it hard to get the location/index of the upper and lower limits of the FWHM
since there exists another peak in the range having a peak value above the half maximum of the main peak.

Accepted Answer

Simon Chan
Simon Chan on 14 Jul 2021
Edited: Simon Chan on 14 Jul 2021
Suppose y is the data, try this:
You may change the interpolation method, mine is only an example.
The location of the limits on the left side is between idx1 & idx1+1,
while on the right side, it is between idx2-1 & idx2.
[~,location] = max(y);
yn = y/max(y); % Normalized data
idx1 = location - find(diff(yn(location:-1:1)>0.5)~=0,1,'first');
idx2 = location + find(diff(yn(location:1:end)>0.5)~=0,1,'first');
xaxis_left = interp1([yn(idx1), yn(idx1+1)], [x(idx1), x(idx1+1)], [yn(idx1), 0.5, yn(idx1+1)], 'linear');
xaxis_right = interp1([yn(idx2-1), yn(idx2)], [x(idx2-1), x(idx2)], [yn(idx2-1), 0.5, yn(idx2)], 'linear');
FWHM = xaxis_right(2) - xaxis_left(2)
  2 Comments
Simon Chan
Simon Chan on 14 Jul 2021
Try this:
idx3 and idx4 are the minimum points on the left and right side respectively.
Hope it helps
idx3 = location - find(diff(yn(location:-1:1))>0,1,'first') + 1;
idx4 = location + find(diff(yn(location:1:end))>0,1,'first') - 1;

Sign in to comment.

More Answers (1)

KSSV
KSSV on 14 Jul 2021
  1 Comment
Vinay Killamsetty
Vinay Killamsetty on 14 Jul 2021
Deat KSSV,
Thank you very much for your suggestion.
I have used the below command as you have suggested
knnsearch(x,y,'k',2)
But this function has helped me in finding the location of higher end of the FWHM but it is giving an inappropriate value for the location oflower end FWHM.
Instead of loacting the lower end of FWHM it is giving me some location from 1st peak

Sign in to comment.

Products


Release

R2020b

Community Treasure Hunt

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

Start Hunting!

Translated by