Multiplication of fourier series

In summary, when expanding two functions, F(x,y) and G(x,y), in finite Fourier series and multiplying them, the resulting function X=FG also has its own Fourier series with components X_mn. The relation between the coefficients of F and G, designated as F_ij and G_ij respectively, and the components of X, X_mn, can be represented by the Cauchy product which involves a discrete convolution between two sequences. This resembles the convolution theorem of the Fourier Transform.
  • #1
mordechai9
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0
Say you have two functions, F(x,y), and G(x,y), and you want to expand them in finite Fourier series. Let their coefficients be designated as F_ij and G_ij. When you multiply the two functions, you get X=FG, and this should also have its own Fourier series, call its components X_mn. What is the relation between F_ij, G_ij, and X_mn?

I was hoping you had something like X_ij = F_ij G_ij, but I've been looking at this for a little while and it seems you don't have any nice relation like that.
 
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  • #2
Check out the Cauchy product, which has to do with multiplying series.. Wikipedia has a good article on it http://en.wikipedia.org/wiki/Cauchy_product"
 
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  • #3
In the case of "two dimensional sequences" you'll have:[tex]X_{m,n}=\sum_{j=-\infty}^{\infty}\sum_{k=-\infty}^{\infty}F_{m-j,n-k}G_{j,k}[/tex]

This, by the way, resembles the convolution theorem of the Fourier Transform, and actually the above operation between two sequences (in this special case they are two dimensional) is a discrete convolution.
 

FAQ: Multiplication of fourier series

What is the concept of multiplication of Fourier series?

Multiplication of Fourier series involves multiplying two or more Fourier series to obtain a new Fourier series. This allows for the representation of more complex functions by combining simpler Fourier series.

Why is multiplication of Fourier series useful?

Multiplication of Fourier series allows for the representation of more complex functions that cannot be represented by a single Fourier series. It also allows for the manipulation of Fourier series to solve differential equations and other mathematical problems.

How do you multiply two Fourier series?

To multiply two Fourier series, you multiply each term of one series by each term of the other series and then simplify the resulting expression. The coefficients of the new series can be calculated using the convolution theorem or by using the orthogonality property of sine and cosine functions.

What are the limitations of multiplication of Fourier series?

Multiplication of Fourier series works best for functions that are periodic and have a finite number of discontinuities. It may not accurately represent functions with infinite discontinuities or functions that are not periodic.

Can the multiplication of Fourier series be extended to more than two series?

Yes, multiplication of Fourier series can be extended to any number of series by repeatedly multiplying two series at a time. This can be useful for representing even more complex functions or for solving more challenging mathematical problems.

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