MathLabs
TheoremProved

Poisson summation formula

Statement

For a Schwartz function ff, ∑n=−∞∞f(n)=∑k=−∞∞f^(k)\sum_{n=-\infty}^{\infty} f(n) = \sum_{k=-\infty}^{\infty} \hat f(k): summing the function over all integers equals summing its Fourier transform over all integers.

Why is it true?

It is the bridge between sampling a signal at integer points and periodizing its spectrum: the left side is what you get by adding up samples f(n)f(n), the right side is what you get from the spectrum. This single identity underlies the sampling theorem, lattice sums in crystallography, and the functional equation of theta functions and the Riemann zeta function.

Proof sketch

Step 1 (periodize). For a Schwartz function ff, define F(x)=∑n=−∞∞f(x+n)F(x) = \sum_{n=-\infty}^{\infty} f(x+n). Rapid decay of ff makes this sum converge absolutely and uniformly, and FF is a smooth function with period 1, so it has its own Fourier series on the circle.

Step 2 (compute the Fourier coefficients of the periodization). The kk-th Fourier coefficient of FF is ck=∫01F(x)e−2πikx dx=∑n∫01f(x+n)e−2πikx dxc_k = \int_0^1 F(x) e^{-2\pi i k x}\,dx = \sum_{n} \int_0^1 f(x+n) e^{-2\pi i k x}\,dx. Substituting y=x+ny = x+n in each term and using periodicity of e−2πikxe^{-2\pi i k x} in nn reassembles the pieces into a single integral over all of R\mathbb{R}: ck=∫−∞∞f(y)e−2πiky dy=f^(k)c_k = \int_{-\infty}^{\infty} f(y) e^{-2\pi i k y}\,dy = \hat f(k).

Step 3 (evaluate at x=0). Since FF is smooth, its Fourier series converges to it pointwise, in particular at x=0x=0: F(0)=∑kcke0F(0) = \sum_k c_k e^{0}, i.e. ∑n=−∞∞f(n)=∑k=−∞∞f^(k)\sum_{n=-\infty}^{\infty} f(n) = \sum_{k=-\infty}^{\infty} \hat f(k). The left side is literally F(0)=∑nf(n)F(0) = \sum_n f(n) by definition, which finishes the proof.

Topics that use this theorem

Step-by-step proofs

No step-by-step proof yet for this theorem.

References

  1. Terence Tao (2003). Recent progress on the restriction conjecture · arXiv:math/0311181
  2. Elias M. Stein, Guido Weiss (1971). Introduction to Fourier Analysis on Euclidean Spaces
  3. Loukas Grafakos (2014). Classical Fourier Analysis · DOI:10.1007/978-1-4939-1194-3