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Schwartz functions are dense in the Fourier Bessel-potential norm

Statement

Assume the Axiom of Choice inherited from the declared L2 dependency. For every s>d/2, every Schwartz function f belongs to Hs(Rd), and the inverse Fourier transforms of Cc∞(Rd) are Schwartz functions and are dense in Hs(Rd) of Fourier Bessel-potential and restriction-quotient Sobolev spaces. The Fourier transform uses the negative-sign 2π convention.

Facts & Assumptions

Given: The Axiom of Choice, s>d/2, and g∈Ls2(Rd).

[F1]

Hs is defined by the weighted Fourier norm and inverse Fourier representative. (Fourier Bessel-potential and restriction-quotient Sobolev spaces)

[F2]

Smooth compactly supported functions are dense in L2(O) for every open O⊂Rd. (Smooth compactly supported functions of an open set are dense in L2)

[F3]

Truncating an integrable nonnegative function to increasing balls makes the integrals increase to its full integral. (Monotone convergence for the integral)

[F4]

The inverse Fourier map is injective and the weighted representation is a Hilbert space under the declared choice assumption. (The weighted Fourier model is an injective Hilbert representation)

[F5]

A Schwartz function and all its derivatives decay faster than every polynomial, with seminorms sup⁡x∣xβDαf(x)∣ finite. (Schwartz space and its seminorms)

[F6]

The Matérn calculation gives the d-dimensional Gaussian Fourier transform and the complex exponential derivative; Tonelli/Fubini, polar integration, monotone convergence and dominated convergence hold under their stated hypotheses. (The Matérn spectral integral, normalization, and radial formula, The complex exponential is entire and its complex derivative is itself, Tonelli and Fubini for the completed product, with only almost-everywhere section measurability, Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Monotone convergence for the integral, Dominated convergence)

[F7]

Under Countable Choice, complex C1 factors obey Lebesgue integration by parts on finite intervals and on R when the derivative products are integrable and the product tends to zero at both ends. (Complex integration by parts on intervals and decaying lines)

[A1]

Full AC conservatively covers the inherited L2 Hilbert-space dependency. It also supplies the Countable Choice required by the smooth-density supplier [F2], the spectral Gaussian and integration suppliers [F6], and integration by parts [F7]. (The Axiom of Choice, The Axiom of Countable Choice (ACω))

Proof technique: direct.

Proof

technique · direct

Given: The hypotheses above and the Fourier convention in [F1].

1.1F1F3choose

Put gR=g1B(0,R). By [F3], ∥g−gR∥Ls22=∫∣ξ∣>R(1+∣ξ∣2)s∣g(ξ)∣2dξ⟶0(R→∞). Choose R so this norm is less than a prescribed ε/2.

1.2F5F6F7algebra

Let f be any Schwartz function and define f^(ξ)=∫f(x)e−2πix⋅ξdx. Polynomial multiples of derivatives of f have arbitrarily rapid decay by [F5], so they and their derivatives are integrable, including on each coordinate line with the other coordinates fixed. Differentiation in ξ is justified by dominated convergence [F6] using these integrable moments. Apply [F7] on each coordinate line to such a function and its Fourier exponential: the derivative products are integrable and the boundary product tends to zero. Absolute Fubini [F6] then combines the coordinate identities and shows that every ξγDξαf^(ξ) is a finite linear combination of Fourier transforms of derivatives of polynomial multiples of f. Each such function is in L1 by [F5], so its Fourier transform is bounded; hence f^ is Schwartz and in L1. In particular ∫(1+∣ξ∣2)s∣f^(ξ)∣2dξ<∞, by polar integration [F6].

2.1F1F2step 1.1construct

On the bounded ball O=B(0,R+1), the weight (1+∣ξ∣2)s is bounded above by a finite constant CR. The restriction of gR to O lies in L2(O), so [F2] gives ϕ∈Cc∞(O) with ∥gR−ϕ∥L2(O)<ε/(2CR). Extending ϕ by zero is still smooth and compactly supported on Rd because its support is compactly contained in O, and ∥gR−ϕ∥Ls22≤CR∥gR−ϕ∥L2(O)2<ε2/4.

2.2F1F6step 1.2algebra

For ϵ>0, absolute Fubini [F6] and the Gaussian transform [F6] give ∫f^(ξ)e2πix⋅ξe−πϵ∣ξ∣2dξ=∫f(y)ϵ−d/2e−π∣x−y∣2/ϵdy=(f∗Gϵ)(x), where Gϵ(z)=ϵ−d/2e−π∣z∣2/ϵ. Since f^∈L1, dominated convergence sends the left side to ∫f^(ξ)e2πix⋅ξdξ. The right side tends to f(x): given ε>0, continuity at x gives δ>0 such that ∣f(x−z)−f(x)∣<ε for ∣z∣<δ. Since Gϵ has total mass one, the contribution from this ball is at most ε; boundedness of f and the Gaussian tail estimate from scaling make the contribution on ∣z∣≥δ tend to zero. Thus Fourier inversion holds and f=Uf^∈Hs.

3.1F1F6F7step 2.1algebra

For any multi-indices α,β, differentiation under the integral is justified by the compactly supported integrable moments. For each coordinate, apply [F7] with the smooth compactly supported factor (2πiξ)αϕ(ξ) (or a derivative of it) and the inverse Fourier exponential; both derivative products are integrable and the boundary product is zero outside a bounded interval. Repetition and absolute Fubini [F6] give xβDxαUϕ(x)=(−1)∣β∣(2πi)−∣β∣∫∂ξβ((2πiξ)αϕ(ξ))e2πix⋅ξdξ. The right side is uniformly bounded by the L1 norm of a smooth compactly supported function. Hence every Schwartz seminorm of Uϕ is finite, so Uϕ is Schwartz.

4.1F1F4A1step 1.1step 2.1step 3.1step 1.2step 2.2∎

Steps 1.1 and 2.1 show that Cc∞ frequency functions are dense in the weighted Fourier norm. Step 3.1 shows their inverse transforms are Schwartz. Steps 1.2 and 2.2 show every Schwartz function belongs to Hs, and [F4] identifies the normed Fourier images injectively with the functions in Hs. Thus Schwartz functions are dense in Hs(Rd).

Depends on

Used by

Cited to discharge well-definedness by Fourier Bessel-potential and restriction-quotient Sobolev spaces.

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