How is the generalization of Poisson's summation formula derived?

Click For Summary
SUMMARY

The discussion centers on the derivation of Poisson's summation formula, specifically how it relates to Fourier series and the properties of orthonormal functions. The inner product defined on the interval from n-1/2 to n+1/2 leads to the conclusion that the functions e_k(x) = exp(2πikx) form an orthonormal basis, resulting in the Kronecker delta function δ_{k,r}. The participants clarify that the integral of the product of two exponentials over an integer number of periods yields zero when the indices differ, thus establishing the orthogonality necessary for the summation formula.

PREREQUISITES
  • Understanding of Fourier series and their properties
  • Familiarity with inner product spaces in functional analysis
  • Knowledge of the Kronecker delta function and its significance
  • Basic proficiency in LaTeX for mathematical expressions
NEXT STEPS
  • Study the derivation of the Poisson summation formula in "Fourier Analysis" by T. W. Körner
  • Learn about the properties of orthonormal bases in Hilbert spaces
  • Explore the applications of the Kronecker delta in signal processing
  • Practice writing mathematical proofs using LaTeX for clarity and precision
USEFUL FOR

Mathematicians, physicists, and students studying Fourier analysis or functional analysis, particularly those interested in the applications of Poisson's summation formula and orthonormal functions.

O.J.
Messages
198
Reaction score
0
I am trying to understand the derivation of the Poisson's sum formula. Wikipedia's article is like crosswords to me. I checked mathworld's take on it. It looked simple, but it stated that the equation is derived from a more general result without stating or proving that general result. Here's the link. Can you please tell me how that generalisation is derived? thank u.
link:

http://mathworld.wolfram.com/PoissonSumFormula.html
 
Physics news on Phys.org
can you at least tell me under which category in mathematics does this topic lie so that I know what kind of book I'm searching for.?
 
It is very easy to derive the formula using Fourier series.
 
Consider the functions:

e_{k}(x) = \exp(2 \pi i k x)

For functions defined on the interval from n-1/2 to n + 1/2 with n some arbitrary integer, we define the inner product:

\langle f,g\rangle = \int_{n - 1/2}^{n +1/2} f(x)g^{*}(x)dx

Then we see that:

\langle e_k, e_r\rangle = \delta_{k,r}

where \delta_{k,r} is the Kronecker delta, which is zero if the indices are differet and 1 if the indices are equal. This means that the e_k form an orthonormal basis of functions. It can be shown that these functions also form a complete set which then implies that we can expand any function f as:


f(x) = \sum_{k=-\infty}^{\infty} \langle f, e_{k}\rangle e_{k}(x)

[Note that this is completely analogous to how you can expand any vector in terms of basis vectors. If V is a 3d vector and ex, ey and ez are the unit vectors in the x, y, and z, directions, then V = <V,ex>ex +<V,ey> + <V,ez>ez. The inner products <V,ei> are, of course, the components of V in the ith direction.]

At x = n, we have

e_{k}(n)= \exp(2 \pi i k n) = 1,

so we have:


f(n) = \sum_{k=-\infty}^{\infty} \langle f, e_k\rangle =<br /> \sum_{k=-\infty}^{\infty}\int_{n-1/2}^{n+1/2} f(x) \exp(-2 \pi i k x) dx


Now, sum both sides over n from minus infinity to infinity:

\sum_{n=-\infty}^{\infty}f(n) = \sum_{n=-\infty}^{\infty}\sum_{k=-\infty}^{\infty}\int_{n-1/2}^{n+1/2} f(x) \exp(-2 \pi i k x) dx


Interchange the summations over n and k:

\sum_{n=-\infty}^{\infty}f(n) = \sum_{k=-\infty}^{\infty}\sum_{n=-\infty}^{\infty}\int_{n-1/2}^{n+1/2} f(x) \exp(-2 \pi i k x) dx


Summing over n yields

\sum_{n=-\infty}^{\infty}\int_{n-1/2}^{n+1/2}f(x)\exp(-2\pi i k x) dx=\int_{-\infty}^{\infty}f(x)\exp(-2\pi i k x)dx=\hat{f}(k)

So, we have:

\sum_{n=-\infty}^{\infty}f(n)=\sum_{k=-\infty}^{\infty}\hat{f}(k)
 
Last edited:
Count thank you greatly but I cannot understand through the language of the proof can you use latex? please? :)
 
O.J. said:
Count thank you greatly but I cannot understand through the language of the proof can you use latex? please? :)


I've edited the posting.
 
"For functions defined on the interval from n-1/2 to n + 1/2 with n some arbitrary integer, we define the inner product:

LaTeX Code: \\langle f,g\\rangle = \\int_{n - 1/2}^{n +1/2} f(x)g^{*}(x)dx

Then we see that:

LaTeX Code: \\langle e_k, e_r\\rangle = \\delta_{k,r}

where LaTeX Code: \\delta_{k,r} is the Kronecker delta, which is zero if the indices are differet and 1 if the indices are equal. This means that the LaTeX Code: e_k form an orthonormal basis of functions. It can be shown that these functions also form a complete set which then implies that we can expand any function f as:"I did not understand something here, what is the nature of g(x)? is it an arbitrary function or not? And how exactly did you deduce tht it is a kronecker's delta? the product of the two exponentials indeed will be 1 if the indices are the same but how will it always be zero if they arent? it could be exp (2pix (k-n)) for example..
 
I do not understand how <ek , er> results in a delta function. Isnt the integrand going to be e^(2pi i k) * e^(-2pi i r). While this is equal to 1 if k = r, it isn't necessarily 0 if r isn't equal to k. How did u interpret it as delta? please clarify.
 
Equivalently, the integrand is e^[2 pi i (k-r)].

(k-r) is an integer, and the integral is done over a range of 1 (from n-½ to n+½). So the integral is done over an integer number of periods of the function e^[2 pi i (k-r)]. Therefore, the integral is zero.
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
963
  • · Replies 1 ·
Replies
1
Views
1K
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 36 ·
2
Replies
36
Views
4K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 6 ·
Replies
6
Views
6K
Replies
9
Views
5K