Poisson summation formula
Statement
For a Schwartz function , : 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 , 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 , define . Rapid decay of makes this sum converge absolutely and uniformly, and 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 -th Fourier coefficient of is . Substituting in each term and using periodicity of in reassembles the pieces into a single integral over all of : .
Step 3 (evaluate at x=0). Since is smooth, its Fourier series converges to it pointwise, in particular at : , i.e. . The left side is literally 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
- Terence Tao (2003). Recent progress on the restriction conjecture · arXiv:math/0311181
- Elias M. Stein, Guido Weiss (1971). Introduction to Fourier Analysis on Euclidean Spaces
- Loukas Grafakos (2014). Classical Fourier Analysis · DOI:10.1007/978-1-4939-1194-3