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Real Hardy Spaces Maximal Functions and Atoms — Examples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Calderón–Zygmund Decomposition and Singular Integrals
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Darboux, L'Hôpital, and Taylor's Theorem
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Distributions Test Functions and Differentiation
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Equivalent Forms of Completeness
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Finite Probability and the Probabilistic Method
- Foundations of the Real Numbers for Analysis
- Fourier Multipliers and Sobolev Characterisations
- Fourier Transform Convolution and Approximate Identities
- Fubini and Change of Variables
- Fundamental Trigonometric Identities
- Further Trigonometric Identities and Inverse Functions
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Harmonic Functions and Mean Values in Rn
- Hilbert and Riesz Transforms
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Improper and Parameter-Dependent Multiple Integrals
- Improper Integrals
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modes of Convergence Egorov and Lusin
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Normed and Banach Spaces
- Order, Zorn's Lemma, and the Axiom of Choice
- Outer Measure and the Caratheodory Extension Theorem
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Real Hardy Spaces Maximal Functions and Atoms
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Schwartz Space and the Plancherel Theorem
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Signed and Complex Measures Hahn and Jordan
- Simple Field Extensions and the Construction of the Complex Numbers
- Sine, Cosine, and the Definition of Pi
- Smooth Partitions of Unity and Exhaustions
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- Tempered Distributions and the Fourier Transform
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Complex Exponential and Euler's Formula
- The Derivative and the Mean Value Theorems
- The Duality of Lᵖ and L^q
- The Exponential Function
- The Fundamental Theorems of Calculus
- The Inverse and Implicit Function Theorems
- The Lebesgue and Riemann Integrals Compared
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- The Maximal Function and Lebesgue Differentiation
- The Radon Nikodym Theorem and Lebesgue Decomposition
- The Real Gamma and Beta Functions
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Trigonometric and Oscillatory Examples in One Variable
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Volumes of Elementary Solids and Solids of Revolution
2 · Summary
These examples accompany the real Hardy space page. The normalised indicator of a nondegenerate cube is worked out first: support and size hold but its integral is , so the cancellation condition fails and support plus size alone do not make a -atom. The companion normalised mean-zero difference of half-cubes is then verified to be a genuine -atom, with quasi-norm bounded uniformly over cubes for the fixed admissible kernel and grand-maximal order through the uniform atom estimate; the same function shows that atoms need not be smooth, since it jumps across the cutting hyperplane. All three examples assume Countable Choice.
The Hilbert transform on and the Riesz transforms on are next applied to an atom: the near part is controlled by the bound of the operator and the far part by the Holder condition together with the vanishing integral of the atom, giving a quantitative bound for the transform. Finally, a compactly supported integrable function with nonzero integral is shown not to lie in , by the vanishing-integral corollary for integrable functions; this is a counterexample to the claim that compact support and integrability force membership, and it also explains why atoms carry a cancellation condition.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
A normalised cube indicator is not an atom
Statement refuted
Assume Countable Choice (The Axiom of Countable Choice ()). The claim refuted is that the support and size conditions alone characterise -atoms, in particular that the normalised cube indicator is an atom. Let be a nondegenerate axis-parallel cube and put . Then and pointwise, so satisfies the support and size conditions of a -atom ( atoms with a prescribed moment order); but , so the zeroth-moment condition fails and is not an atom. This refutes only the atom property; it does not by itself prove , which is the separate and stronger counterexample on this page and requires the vanishing-moment corollary.
Facts & Assumptions
Given: Countable Choice and , a nondegenerate closed axis-parallel cube with volume in the sense of Axis-parallel rectangles in and their volume, and the function .
A -atom is a measurable with , almost everywhere, and ( atoms with a prescribed moment order).
and (A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included, Axis-parallel rectangles in and their volume); is the quotient by almost-everywhere null functions (The space as the quotient by null functions).
Counterexample
The witness is the pair with .
The support and size conditions hold. Since vanishes off , , and pointwise.
The moment condition fails. By [F1], , which is nonzero because . Hence the zeroth-moment requirement of [L1] fails, and is not a -atom.
Conclusion. The function meets the support and size parts of the atom definition but not the cancellation part; therefore the support and size conditions alone do not suffice for the atom property, and the moment condition is a genuine part of atoms with a prescribed moment order.
An atom need not be smooth or continuous
Statement refuted
Assume Countable Choice (The Axiom of Countable Choice ()). The claim refuted is that every -atom is continuous (or smooth). Let be a nondegenerate closed axis-parallel cube and let be the two halves of cut by a coordinate hyperplane through the centre of ; write Then is a -atom ( atoms with a prescribed moment order) but is discontinuous at every point of the relative interior of the cutting slice , where is that hyperplane, so no continuity or smoothness may be assumed of a general atom.
Facts & Assumptions
Given: Countable Choice and , a nondegenerate closed axis-parallel cube with centre and volume , the halving hyperplane through the centre, and the sets , .
A -atom is a measurable with , a.e. and ; no regularity is required ( atoms with a prescribed moment order).
are axis-parallel boxes each of volume , and is the disjoint union of , and up to a Lebesgue-null set; consequently (Axis-parallel rectangles in and their volume, A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included).
A function is continuous at if and only if for every neighbourhood of there is a neighbourhood of with (Continuity of a map of topological spaces at a point and globally).
The witness is .
Counterexample
is a -atom. Clearly and almost everywhere. For the zeroth moment, [F1] gives . Hence satisfies [L1] and is a -atom.
is discontinuous across the cutting hyperplane. Fix and let be smaller than the distance from to ; then and for every , and , . Both sequences tend to , so continuity of at would force the two values to be equal: by [F2] applied to the neighbourhood of , every point of a sufficiently small neighbourhood of would satisfy and , which is impossible because the two values differ by . Hence is discontinuous at every , which is the relative interior of the cutting slice, and in particular is not continuous, hence not smooth.
Conclusion. Step 1.1 exhibits a -atom and step 2.1 shows that it has a jump discontinuity on the cutting hyperplane; therefore the atomic size and cancellation conditions do not imply continuity or smoothness, and no regularity of atoms may be assumed in the atomic characterisation. In particular a proof producing atoms with jumps is not deficient on that account.
A normalised mean-zero atom
Example
Assume Countable Choice. Fix an admissible kernel defining and an admissible grand-maximal order as in Atoms have uniformly bounded quasi-norm and uniformly bounded test pairings. Let be a nondegenerate closed axis-parallel cube with centre , and let be the two halves of cut by a coordinate hyperplane through , so that . Then is a -atom: it is supported in , it satisfies everywhere, and . For the fixed norm, its size satisfies by Atoms have uniformly bounded quasi-norm and uniformly bounded test pairings. This bound is independent of and of the position of the halving hyperplane; it records the kernel and grand-maximal-order dependence explicitly.
Facts & Assumptions
Given: Countable Choice, , the fixed admissible kernel and order , a nondegenerate closed axis-parallel cube with volume and centre , the halving hyperplane , and the sets , .
A -atom is a measurable with , a.e. and ( atoms with a prescribed moment order).
Under Countable Choice, are measurable axis-parallel boxes of measure , so ; (The Axiom of Countable Choice (), Axis-parallel rectangles in and their volume, A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included).
For the fixed kernel , (The real Hardy space defined by a radial maximal function); under Countable Choice and for an admissible order , every -atom satisfies and , uniformly in its supporting cube (Atoms have uniformly bounded quasi-norm and uniformly bounded test pairings).
Proof technique: direct verification of the three defining properties, then the uniform atom bound.
Verification
The three atom properties hold. Since vanish off , . Pointwise on and elsewhere, so everywhere. Finally, by [F1], . Hence is a -atom.
The estimate. Apply [F2] with and : since is a -atom, . This bound is uniform over the supporting cube and the position of the halving hyperplane, with the fixed kernel and order dependence shown.
Conclusion. The half-cube difference is a legitimate -atom, and its fixed-kernel norm has the uniform bound stated above.
The Hilbert transform of an atom is integrable
Example
Assume Countable Choice (The Axiom of Countable Choice ()). Let and let be a -atom supported in a compact cube . Let be the Hilbert transform when (The Hilbert transform is an L2 isometry and squares to minus the identity) and the vector of Riesz transforms when (Riesz transforms on Euclidean space); each component is read as its operator, with norm (Riesz transforms are L2 contractions and square to minus the identity in sum), and has an odd kernel with a first-difference bound () whose constants depend only on (Riesz kernel size, difference and spherical-cancellation bounds). Then every component lies in and where are the kernel size, Holder, cancellation and constants of the component. Write and let be the concentric cube of side length . The near/far split is explicit: the far estimate using only the zeroth moment of and the Holder bound for the kernel.
Facts & Assumptions
Given: Countable Choice and , a -atom supported in a compact cube with centre , and a component operator as in the example.
The Hilbert transform is an isometry and is skew-adjoint; its action on Schwartz functions is the principal-value integral with (The Hilbert transform is an L2 isometry and squares to minus the identity, The Hilbert transform is skew-adjoint on L2, The Hilbert transform is the tempered convolution with pv(1/(pi x)) and has signum Fourier multiplier, Truncated Hilbert transform and principal value). Each is an contraction with purely imaginary Fourier symbol , and its Schwartz action is the principal-value integral with (Riesz transforms are L2 contractions and square to minus the identity in sum, Riesz transforms on Euclidean space, The Riesz transform is the principal value of its kernel, with the matching constant). Plancherel preserves the inner product (Plancherel theorem). The Riesz kernels obey the size, first-difference and spherical-cancellation bounds of Riesz kernel size, difference and spherical-cancellation bounds; the kernel constants use Calderón–Zygmund kernels and their associated operators.
The atom belongs to with finite norm by Atoms have uniformly bounded quasi-norm and uniformly bounded test pairings.
A cube of side length has measure ; its concentric cube of side length has measure , and every point of the original cube satisfies (Axis-parallel rectangles in and their volume, A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included).
Fubini applies to integrable functions, Tonelli to nonnegative functions, and polar coordinates give for (Fubini's theorem for L^1 functions on a sigma-finite product, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma). Equality of regular distributions implies equality almost everywhere for locally integrable functions on an open set (Locally integrable functions embed in distributions).
Verification
Kernel bounds. For the Hilbert kernel and , . Its annular size constant is and its cancellation constant is by oddness. For Riesz kernels [F1] gives ; polar coordinates give , and spherical cancellation gives . Thus in either case for , with constants depending only on .
Off-support representation. Each is skew-adjoint: this is [F1] for the Hilbert transform, and follows for Riesz transforms from Plancherel and . Put and on . For the supports of and have positive distance, so on by the Schwartz principal-value formulas [F1], and the double integral is absolutely integrable. Skew-adjointness, Fubini and the real odd kernel give . The function is locally bounded on , since the kernel is bounded on each compact set separated from and ; also . Therefore the injectivity of regular distributions gives almost everywhere on .
Near estimate. Write and let be the concentric cube of side length . By [F3], . Since , Cauchy-Schwarz and the bound give , because .
Far estimate. For one has , while gives . By 1.2 and , almost everywhere there. For , step 1.1 and polar coordinates give ; for the difference is identically zero. Tonelli consequently gives .
Conclusion. Steps 1.3 and 2.1 give for every component. The atom is in by [F2], and these estimates prove directly that its transform is integrable, without requiring smoothness of the atom.
A compactly supported function of nonzero integral is not in
Statement refuted
Assume Countable Choice (The Axiom of Countable Choice ()). The claim refuted is that the size and compact support of an function suffice for membership in . Let be compactly supported with ; for instance for a nondegenerate cube . Then . Consequently : the atomic characterisation gives the inclusion, and is in but outside . In particular no compactly supported integrable function of nonzero integral is an atom or a finite sum of atoms.
Facts & Assumptions
Given: Countable Choice, , a compactly supported with , and the space of The real Hardy space defined by a radial maximal function.
Countable Choice is assumed (The Axiom of Countable Choice ()).
Vanishing moments: if is represented by a locally integrable function with , then (Weighted-integrable functions have vanishing moments in the atomic range with , ).
For a nondegenerate cube , with (Axis-parallel rectangles in and their volume, A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included).
Every has an atomic representation in with ; the -atoms obey (Atomic characterisation of real for , atoms with a prescribed moment order). Complex is complete under Countable Choice (Complex Lp completeness and almost-everywhere subsequences).
The integral pairing satisfies for and (Holder's inequality for integrals, including the endpoint cases).
The witness is a compactly supported with , for instance .
Counterexample
The witness is admissible. For with nondegenerate, is compactly supported and integrable, and by [F1]; more generally the assumed is itself compactly supported in with nonzero integral.
Every element has an representative. For , take the representation of [F2]. Its partial sums are Cauchy in , since . By completeness they converge to . For every Schwartz test , [F3] gives , whereas the atomic series converges to in . Thus is the regular distribution of , proving .
Nonzero integral excludes . Suppose . Since is (represented by) an function, [L1] forces , contradicting the hypothesis . Hence ; specializing to gives with , so .
Consequences for atoms. Every -atom has integral zero by definition, so a compactly supported integrable function with nonzero integral is not an atom; and since finite sums of atoms have zero integral as well, such a function is not a finite sum of atoms either, in accordance with its exclusion from .
Conclusion. The compactly supported function of nonzero integral is a witness that ; together with step 1.2 this proves , and refutes the claimed sufficiency of compact support and integrability.
Sources
- Stefano Meda, Peter Sjogren, Maria Vallarino, Atomic decompositions and operators on Hardy spaces, Revista de la Union Matematica Argentina 50 (2009), no. 2, 15-22
- Li-An Daniel Wang, Multiplier Theorems on Anisotropic Hardy Spaces (PhD dissertation, University of Oregon, 2012)
- Mark Williams, Notes on Harmonic Analysis (January 11, 2022)