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Mathlib.Analysis.Fourier.PoissonSummation

Poisson's summation formula #

We prove Poisson's summation formula ∑ (n : ℤ), f n = ∑ (n : ℤ), 𝓕 f n, where 𝓕 f is the Fourier transform of f, under the following hypotheses:

These hypotheses are potentially a little awkward to apply, so we also provide the less general but easier-to-use result Real.tsum_eq_tsum_fourierIntegral_of_rpow_decay, in which we assume f and 𝓕 f both decay as |x| ^ (-b) for some b > 1, and the even more specific result SchwartzMap.tsum_eq_tsum_fourierIntegral, where we assume that both f and 𝓕 f are Schwartz functions.

TODO #

At the moment SchwartzMap.tsum_eq_tsum_fourierIntegral requires separate proofs that both f and 𝓕 f are Schwartz functions. In fact, 𝓕 f is automatically Schwartz if f is; and once we have this lemma in the library, we should adjust the hypotheses here accordingly.

The key lemma for Poisson summation: the m-th Fourier coefficient of the periodic function ∑' n : ℤ, f (x + n) is the value at m of the Fourier transform of f.

theorem Real.tsum_eq_tsum_fourierIntegral {f : C(, )} (h_norm : ∀ (K : TopologicalSpace.Compacts ), Summable fun (n : ) => ContinuousMap.restrict (K) (f.comp (ContinuousMap.addRight n))) (h_sum : Summable fun (n : ) => Real.fourierIntegral f n) (x : ) :
∑' (n : ), f (x + n) = ∑' (n : ), Real.fourierIntegral f n * (fourier n) x

Poisson's summation formula, most general form.

theorem isBigO_norm_Icc_restrict_atTop {E : Type u_1} [NormedAddCommGroup E] {f : C(, E)} {b : } (hb : 0 < b) (hf : f =O[Filter.atTop] fun (x : ) => |x| ^ (-b)) (R : ) (S : ) :
(fun (x : ) => ContinuousMap.restrict (Set.Icc (x + R) (x + S)) f) =O[Filter.atTop] fun (x : ) => |x| ^ (-b)

If f is O(x ^ (-b)) at infinity, then so is the function fun x ↦ ‖f.restrict (Icc (x + R) (x + S))‖ for any fixed R and S.

theorem isBigO_norm_Icc_restrict_atBot {E : Type u_1} [NormedAddCommGroup E] {f : C(, E)} {b : } (hb : 0 < b) (hf : f =O[Filter.atBot] fun (x : ) => |x| ^ (-b)) (R : ) (S : ) :
(fun (x : ) => ContinuousMap.restrict (Set.Icc (x + R) (x + S)) f) =O[Filter.atBot] fun (x : ) => |x| ^ (-b)
theorem isBigO_norm_restrict_cocompact {E : Type u_1} [NormedAddCommGroup E] (f : C(, E)) {b : } (hb : 0 < b) (hf : f =O[Filter.cocompact ] fun (x : ) => |x| ^ (-b)) (K : TopologicalSpace.Compacts ) :
(fun (x : ) => ContinuousMap.restrict (K) (f.comp (ContinuousMap.addRight x))) =O[Filter.cocompact ] fun (x : ) => |x| ^ (-b)
theorem Real.tsum_eq_tsum_fourierIntegral_of_rpow_decay_of_summable {f : } (hc : Continuous f) {b : } (hb : 1 < b) (hf : f =O[Filter.cocompact ] fun (x : ) => |x| ^ (-b)) (hFf : Summable fun (n : ) => Real.fourierIntegral f n) (x : ) :
∑' (n : ), f (x + n) = ∑' (n : ), Real.fourierIntegral f n * (fourier n) x

Poisson's summation formula, assuming that f decays as |x| ^ (-b) for some 1 < b and its Fourier transform is summable.

theorem Real.tsum_eq_tsum_fourierIntegral_of_rpow_decay {f : } (hc : Continuous f) {b : } (hb : 1 < b) (hf : f =O[Filter.cocompact ] fun (x : ) => |x| ^ (-b)) (hFf : Real.fourierIntegral f =O[Filter.cocompact ] fun (x : ) => |x| ^ (-b)) (x : ) :
∑' (n : ), f (x + n) = ∑' (n : ), Real.fourierIntegral f n * (fourier n) x

Poisson's summation formula, assuming that both f and its Fourier transform decay as |x| ^ (-b) for some 1 < b. (This is the one-dimensional case of Corollary VII.2.6 of Stein and Weiss, Introduction to Fourier analysis on Euclidean spaces.)

theorem SchwartzMap.tsum_eq_tsum_fourierIntegral (f : SchwartzMap ) (g : SchwartzMap ) (hfg : Real.fourierIntegral f = g) (x : ) :
∑' (n : ), f (x + n) = ∑' (n : ), g n * (fourier n) x

Poisson's summation formula for Schwartz functions.