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Schwartz functions with prescribed flatness of the Fourier transform at the origin
Statement
Assume Countable Choice. Let . For every integer there is a real, even function with Equivalently, under the Fourier convention of Fourier differentiation and multiplication identities on tempered distributions, and for every multi-index with . The construction is uniform in : a single one-dimensional finite-difference construction achieves every prescribed finite flatness order, and its tensor product is used.
Facts & Assumptions
Given: Countable Choice, an integer and an integer . The multi-index notation is that of maps and multi-index derivative notation in Euclidean space and the seminorms are those of Schwartz space and its seminorms.
Countable Choice is assumed, in particular for the Fourier differentiation identity and the Lebesgue change-of-variables formula cited below (The Axiom of Countable Choice ()).
There is a smooth bump: with the standard smooth step function of The standard smooth step function, which is smooth, vanishes on and equals on , the function is smooth (composition of the smooth functions and , The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with ), even, positive on (where and on ) and supported in (where ).
Newton-Leibniz with an interior derivative: if is continuous on , differentiable on and there with Riemann integrable, then (Newton–Leibniz needs only continuity on , differentiability on , and a Riemann-integrable extension of the interior derivative). Applied inductively this gives, for and , the iterated integral representation There is no factorial prefactor in this representation: each finite-difference factor introduces one integration over . Any factorial below comes from evaluating the derivative , not from the integration formula.
Under the Fourier convention of Fourier differentiation and multiplication identities on tempered distributions, for and every multi-index one has ; equivalently, if all mixed moments , , vanish then for those , and conversely.
Riemann Fubini on a product rectangle factors the integral of a continuous compactly supported tensor product; the coordinate dilation uses the change-of-variables formula (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections, A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions).
Proof technique: finite differences of a bump in one dimension, then tensor product, dilation and normalisation.
Proof
Reduction to even order. If is odd, replace it by : a function whose moments vanish through order also has all moments vanishing through order . We may therefore assume is even, and we write . This uses no choice.
The one-dimensional construction. Let be the even bump of [F1] and put . Then is real, odd, and supported in ; moreover on and on . Define . Since and is bounded away from , the factor is smooth on a neighbourhood of that support, so with support in . The reflection operator satisfies ; since is odd and is even, is odd, so is even and real.
The flatness of the one-dimensional Fourier transform. For , differentiating under the integral sign and using the polynomial identity (the -th finite difference of a polynomial of degree vanishes) gives where the middle equality is the self-adjointness of the even-order finite difference, which follows from the translation invariance of Lebesgue measure and .
Nonvanishing of the mean. Using self-adjointness again, On the support of one has , and all points in the iterated integral representation of [F2] stay on the same side of zero. Since is even, has the sign of , while has the opposite sign on each of its two support components. Thus the integrand has one constant sign and there is no cancellation. By [F2], The integrand has a constant sign on this box, so its absolute value is the integral of the absolute value. The factor comes from ; the iterated integral contributes the box volume . Therefore for every , because . Hence since is continuous and not identically zero.
The tensor product and its moments. Put and with ; then is real and even and , since the euclidean circumradius of that cube is . For a multi-index with the substitution gives the factorisation If the corresponding factor is by step 1.4; if then , and by step 1.3 combined with [F3] applied in one dimension. Hence every factor with vanishes and the product is zero.
Normalisation and conclusion. Step 2.1 gives , so is real, even, smooth and compactly supported in , with and all moments , , still vanishing. The Fourier form of the statement follows from the differentiation identity of [F3] and , together with the linearity of the Fourier transform under the real scalar normalisation. This proves the lemma.
Depends on
- Schwartz space and its seminorms
- $C^k$ maps and multi-index derivative notation in Euclidean space
- The standard smooth step function
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- The chain rule, in one line from Carathéodory: if $g$ is differentiable at $c$ and $f$ is differentiable at $g(c)$, then $f \circ g$ is differentiable at $c$ with $(f \circ g)'(c) = f'(g(c))\,g'(c)$
- Newton–Leibniz needs only continuity on $[a,b]$, differentiability on $(a,b)$, and a Riemann-integrable extension of the interior derivative
- Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections
- Fourier differentiation and multiplication identities on tempered distributions
- A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions
Used by
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Sources
- Shai Dekel, Gerard Kerkyacharian, George Kyriazis, Pencho Petrushev, A New Proof of the Atomic Decomposition of Hardy Spaces, Constructive Theory of Functions (Sozopol 2016), pp. 59-73 (standard reference, not scraped)
- Juha Kinnunen, Harmonic Analysis (Aalto University lecture notes) (standard reference, not scraped)