Curve start and end coordinates

2 次查看(过去 30 天)
Hello,
I have a curve
I want to find the starting and end coordinates of these gaussian curves.
It would be great if you guys could help!
The required data is attached in this question itself ("req_data.mat").
Thank you!

回答(1 个)

Matt J
Matt J 2022-8-29
编辑:Matt J 2022-8-29
Gaussian curves are infinite in length., so it isn't clear what your criterion would be for where they start/stop. However, a good place to start would probably be to use the Curve Fitting Toolbox to fit a three-term Gaussian model ( 'gauss3' ).
s=load('req_data.mat').drt_data;
x=s.tau;
y=s.gamma_tau*1e4;
a=[1.5,0.5,6];
b=[-2,-0.3,1.4];
c=[1,0.5,1];
x0=[a;b;c];
ft=fit(x,y,'gauss3','StartPoint',x0(:).');
plot(ft,x,y)
  5 个评论
ekagra gupta
ekagra gupta 2022-8-30
Thank you for clarifying!
Is it possible to calculate area of the 3 curves individually? (note: I still do not know the bounds for integral)
Image Analyst
Image Analyst 2022-8-30
编辑:Image Analyst 2022-8-30
The area in the tails is probably insignificant, therefore simply use the formula for the area of a Gaussian:
The area under a Gaussian curve equals Amplitude * StdDev / 0.3989
From Matt's code you know the 3 amplitudes and 3 standard deviations. It should be accurate enough for your purposes.

请先登录,再进行评论。

类别

Help CenterFile Exchange 中查找有关 Interpolation 的更多信息

Community Treasure Hunt

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

Start Hunting!

Translated by