Fourier series curve fitting amplitude

Question

Hussein Kokash 2022-10-6

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https://ww2.mathworks.cn/matlabcentral/answers/1818890-fourier-series-curve-fitting-amplitude

回答： Aditya Srikar 2023-5-25

Hello all,

A quick question regarding fourier curve fitting.

I am using the following:

f=fit(x, y, 'fourier1');

formula(f);

x{i} = x;

y{i} = y;

predicted_y{i} = f(x);

coefficients = coeffvalues(f)

Fit_Amplitude(i) = (coefficients(1,2)^2 + coefficients(1,3)^2)^0.5;

Fit_Wavelength(i) = (2*pi)/coefficients(1,4);

Fit_Wavenumber(i) = coefficients(1,4);

Where fourier1 is f(x) = a0 + a1*cos(x*w) + b1*sin(x*w)

I am using fourier1 but I found that it is not accurate enough, I want to switch to fourier3, the equation will be:

f(x) = a0 + a1*cos(x*w) + b1*sin(x*w) + a2*cos(2*x*w) + b2*sin(2*x*w) + a3*cos(3*x*w) + b3*sin(3*x*w)

Any idea on how to find Amplitude and wavelength through fourier3?

Thank you!

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Answer 1

Aditya Srikar 2023-5-25

0
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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1818890-fourier-series-curve-fitting-amplitude#answer_1244199

After fitting the data using `fourier3` function in MATLAB, you can use the `coeffvalues` function to extract the Fourier series coefficients, then calculate the amplitude using the first 3 terms of the Fourier series. For calculating the wavelength and wavenumber, use the third term of the Fourier series with the formulas `wavelength = 2*pi/k` and `wavenumber = k`, where `k` is the coefficient for the third harmonic.