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Existence of a smooth inhomogeneous dyadic frequency partition
Statement
For every there is a radial function with , for , for , and . For any radial with , on and set and for . Then each is radial, real-valued, lies in , and:
- for every , the sum being locally finite;
- and, for , ;
- for every , at every at most three of the functions are nonzero, and ;
- for every multi-index there is with for and all , and for all ; consequently for and .
Facts & Assumptions
Given: an integer , Gaussian brackets and multi-indices as in maps and multi-index derivative notation in Euclidean space, and the support convention of The support of a function on and its compactly supported Riemann integral. Write for bounded functions.
The standard smooth step , with the standard flat function, satisfies , , for and for (The standard smooth step function); is smooth on (The standard flat function is smooth and flat at zero).
If is smooth and is smooth, then is smooth: the chain rule for total derivatives gives the first derivative and iteration gives all higher ones (The chain rule for total derivatives: , Euclidean maps and diffeomorphisms).
: a compactly supported smooth function has all its derivatives bounded, hence finite seminorms (Schwartz space and its seminorms).
For and the chain rule (The chain rule for total derivatives: ) gives . Iterating this identity in the prescribed multi-index order gives , with the identity itself.
Proof
Construction. Put , a polynomial, and . Then is smooth by [F2], by [F1], and is radial because depends on only. Moreover and , so by [F1] for and for . Hence , is compactly supported, and by [F3]. This proves the existence clause and, since every subsequent step uses only the listed properties (, on , for after the construction, or more generally vanishing for when only is assumed), the corresponding clauses for an arbitrary such .
The partition identity. Fix as in the statement and define , for ; each is radial and lies in as a difference of rescalings of . Telescoping gives, for every and every , and as because is continuous and on the unit ball. Hence for every . The sum is locally finite: if and with , then and both values equal , so ; thus only finitely many with contribute on the ball of radius .
Supports. For put , so that the two arguments have moduli and . If then both moduli are at most and both values equal , so ; if then both moduli are at least and, since , both values vanish, so . Therefore forces , which proves . The case is .
Sign and overlap. We claim for every and every without any monotonicity hypothesis. For this is . For keep : if then both moduli are at most and ; if then the smaller modulus gives and ; if then the larger modulus exceeds , so and ; finally if then both moduli are at least and . Thus every nonzero value lies in , so and . Since by step 2.1, summing the pointwise inequality gives . For the lower bound, at most three are nonzero at any fixed : by the four cases above, a nonzero value requires , and three consecutive halvings span the factor while the interval has multiplicative length exactly , so at most two of the values lie in (in particular at most three). Hence, by Cauchy-Schwarz at the fixed , which gives .
Derivative bounds. Fix a multi-index and put ; the value is finite because has bounded derivatives. For , [F4] with and gives , and similarly with ; hence while . On the support of () step 3.1 gives , so and therefore for ; off the support the left-hand side is zero.
The four numbered clauses are steps 2.1 (partition), 3.1 (supports), 4.1 (sign, overlap, square sums) and 4.2 (derivative bounds and their consequence), and the existence clause with the strict support is step 1.1. Since steps 2.1 to 4.2 used only the properties , , on and (the last only through for ), the conclusions hold for every with those properties.
Depends on
- The standard smooth step function
- The standard flat function is smooth and flat at zero
- $C^k$ maps and multi-index derivative notation in Euclidean space
- $C^k$ Euclidean maps and diffeomorphisms
- Schwartz space and its seminorms
- The chain rule for total derivatives: $D(g\circ f)(a)=Dg(f(a))\circ Df(a)$
- The support of a function on $\mathbb{R}^n$ and its compactly supported Riemann integral
Used by
- The choice of admissible dyadic partition does not change the Lp square-function space Corollary
- The inhomogeneous dyadic frequency partition and its Littlewood-Paley operators Definition
- The Sobolev weight on a single dyadic annulus Example
- The square function of a low-frequency-localised function Example
- Two separated dyadic frequency packets add in Euclidean square Example
- Dyadic pieces are uniformly Mihlin multipliers and uniformly Lp-bounded Lemma
- Dyadic pieces have annular Fourier support and uniformly bounded rescaled kernels Lemma
- L2 almost orthogonality of the dyadic pieces Lemma
- Random signed dyadic sums have uniform Mihlin and Lp multiplier bounds Lemma
- The Littlewood-Paley reproducing formula in tempered distributions Lemma
- Littlewood-Paley characterisation of the Hilbert-Sobolev spaces Theorem
Dependency tree · two levels
31 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Terence Tao, Math 247A Lecture Notes 4 (UCLA, Fall 2006) (standard reference, not scraped)
- Loukas Grafakos, Classical Fourier Analysis, 3rd ed. (Springer GTM 249) (standard reference, not scraped)
- Mark Williams, Notes on Harmonic Analysis (January 11, 2022) (standard reference, not scraped)