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Poisson summation under two-sided polynomial decay
Statement
Assume Countable Choice (The Axiom of Countable Choice ()). Let be a full-rank lattice with covolume and dual , and let be continuous with and Fourier transform . Suppose that for some constants and , Then for every both series converge absolutely (the left one locally uniformly in ) and in particular . This is the non-Schwartz hypothesis promised by the design: continuity and two-sided -decay, with no claim for bare data.
Facts & Assumptions
Given: Countable Choice, a continuous integrable with the two-sided decay bounds displayed, the full-rank lattice with dual , covolume , fundamental parallelotope (Full-rank lattices, covolume, and the dual lattice, Fundamental parallelotopes of a lattice tile Euclidean space with covolume volume), and the transform (Fourier transform on complex L1 classes).
Lattice-ball growth: , and likewise . If , boundedness of gives ; hence each integer coordinate of lies in , leaving at most choices. The dual case is the same with (Every Euclidean linear map has a unique matrix and satisfies for some ). Compact Euclidean sets are bounded by Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line, providing the bound on used in the locally uniform estimate.
The translates tile disjointly (Fundamental parallelotopes of a lattice tile Euclidean space with covolume volume); translation leaves Lebesgue measure unchanged (Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation), and the integral substitution follows from A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions applied on to . Tonelli and Fubini apply to the countable lattice and its finite-measure cell (Fubini's theorem for L^1 functions on a sigma-finite product, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product).
For , put . Then the dyadic tail converges by the geometric-series theorem (For , , and for the series diverges).
A locally uniform limit of continuous real-valued functions is continuous (If for every some continuous satisfies for all , then is continuous; in particular a uniformly convergent series of continuous real functions has a continuous sum).
Character orthogonality: (Orthogonality of the lattice characters over a fundamental domain); for , one has and (Full-rank lattices, covolume, and the dual lattice, , and the complex exponential extends the real exponential, , and exactly when ).
Termwise integration and exchange of sum and integral under absolute convergence and uniform majorants (Dominated convergence, Fubini's theorem for L^1 functions on a sigma-finite product).
A continuous -periodic function with all lattice Fourier coefficients zero vanishes (Continuous lattice-periodic functions are determined by their lattice Fourier coefficients).
Since , its Fourier transform is bounded and uniformly continuous; the character factor is continuous (The L1 transform is bounded and uniformly continuous, The complex exponential is entire and its complex derivative is itself).
A complex-valued function is continuous exactly when its real and imaginary parts are continuous (A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions).
Proof
Fix a compact set , let bound on , and choose so for . For we have , so uniformly on . The annulus contains at most the number of lattice points in the ball of radius , hence at most by [F1]; its total contribution is therefore . These contributions are summable by [F3]. The finitely many lattice points with contribute a finite sum of continuous functions, uniformly on . Thus converges absolutely and uniformly on ; its real and imaginary parts are uniform limits of continuous real-valued functions, so [F4] makes both limits continuous and [F9] makes continuous on . Since was arbitrary, is continuous on , and reindexing the absolutely convergent series gives for .
By the tiling [F2], Tonelli and the integrability of , ; hence [F6] justifies termwise integration and, substituting with [F5], for every .
Define . Grouping the dual lattice into dyadic annuli and applying [F1], each annulus contributes by the decay bound on ; [F3] makes the series absolutely convergent. Since each exponential has modulus one, this convergence is uniform on ; each summand is continuous by [F8], so its real and imaginary partial sums converge uniformly to continuous functions, and [F4] and [F9] make continuous. It is -periodic because for , . Integrating term by term with [F5] and [F6] gives for every .
By steps 2.1 and 2.2 the continuous -periodic function has every lattice Fourier coefficient zero, so by [F7]; this is the displayed identity, and its left side converges absolutely by step 1.1. Evaluating at gives . The two-sided -decay hypotheses are used only through the majorants of steps 1.1 and 2.2; they cannot be dropped to bare integrability with point values, as recorded on the companion page. Countable Choice is inherited from the integration and convergence suppliers above.
Depends on
- Full-rank lattices, covolume, and the dual lattice
- Fundamental parallelotopes of a lattice tile Euclidean space with covolume volume
- Orthogonality of the lattice characters over a fundamental domain
- Continuous lattice-periodic functions are determined by their lattice Fourier coefficients
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- Fubini's theorem for L^1 functions on a sigma-finite product
- Dominated convergence
- Every Euclidean linear map has a unique matrix and satisfies $\|Lh\|_2\le K\|h\|_2$ for some $K\ge0$
- For $|r| < 1$, $\sum_{k \ge 0} r^k = 1/(1-r)$, and for $|r| \ge 1$ the series diverges
- If for every $\varepsilon > 0$ some continuous $g : X \to \mathbb{R}$ satisfies $\lvert f(x) - g(x)\rvert < \varepsilon$ for all $x$, then $f$ is continuous; in particular a uniformly convergent series of continuous real functions has a continuous sum
- Fourier transform on complex L1 classes
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- $\exp(z+w)=\exp z\,\exp w$, and the complex exponential extends the real exponential
- The complex exponential is entire and its complex derivative is itself
- The L1 transform is bounded and uniformly continuous
- A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions
- $\ker(\exp)=2\pi i\mathbb Z$, and $\exp z=\exp w$ exactly when $z-w\in2\pi i\mathbb Z$
- Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation
- A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions
- Heine-Borel in $\mathbb{R}^n$: with the Euclidean metric a subset of $\mathbb{R}^n$ is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line
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Sources
- Richard S. Laugesen, Harmonic Analysis Lecture Notes (arXiv:0903.3845) (standard reference, not scraped)
- Lior Silberman, Fourier series and the Poisson summation formula (Math 604/613 notes, UBC) (standard reference, not scraped)