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Hilbert and Riesz Transforms — 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
- 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
- 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
- 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
- Simple Field Extensions and the Construction of the Complex Numbers
- Sine, Cosine, and the Definition of Pi
- 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 Exponential Function
- 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 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
2 · Summary
These examples compute the transforms and mark the endpoint obstructions that the companion page's strict-range theorems leave open. All of them assume Countable Choice.
The interval indicator has symmetric principal value away from the two endpoints, obtained by the exact logarithmic antiderivative of on the two sides of the interval and identified with the multiplier extension through smooth approximations. That single computation powers both endpoint counterexamples: the transform is not integrable, because its tail at infinity has divergent integral, so there is no bounded strong-type extension compatible with the transform; and it is essentially unbounded near and , so there is no bounded action on agreeing with the transform on the intersection. Neither argument refutes a weak estimate or a BMO bound.
The positive examples compute the line Poisson kernel: the transform of is the conjugate Poisson kernel , which is established pointwise and in from the locally proved Fourier transform . Finally, the finite sum of Riesz squares is evaluated on , where reduces to the elementary trigonometric identity for ; the assigned value at has no effect on an statement.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
Hilbert transform of an interval indicator
Statement
Assume Countable Choice and let be the indicator of the open unit interval, with the conventions of Complex Lp classes and Euclidean test-function conventions. Write
Then:
- for every the symmetric principal value exists and equals , the logarithm being taken at the positive argument ;
- the function represents the Hilbert transform of almost everywhere, that is, in .
The values at the two endpoints are immaterial: every assertion is about the complement of the Lebesgue-null set , and no claim is made about at .
Facts & Assumptions
Given: Countable Choice, the indicator with , and the truncated Hilbert transform of Truncated Hilbert transform and principal value.
For and , , absolutely convergent for , ; is the limit where it exists. Truncated Hilbert transform and principal value
For Schwartz the principal value exists at every and equals for the tempered convolution with , and the extension has symbol and satisfies . The Hilbert transform is the tempered convolution with pv(1/(pi x)) and has signum Fourier multiplier The Hilbert transform is an L2 isometry and squares to minus the identity
There is with , on and off . Explicit compactly supported smooth cutoffs
For real the interval is Lebesgue measurable with ; and if are measurable then . A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included Monotonicity and nonnegative homogeneity of the nonnegative integral
A function with generates the mollifier family , and is an approximate identity. The mollifier family generated by a unit-mass smooth bump A unit-mass smooth bump generates an approximate identity
If and , then ; in particular in . Every approximate identity converges to the identity in for
For locally integrable the convolution is smooth; and . Convolution with a mollifier is smooth, and derivatives pass under the integral sign The support of a convolution lies in the closure of the support sumset
On : is differentiable with , , and ; is strictly increasing. With the chain rule this gives for . The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with
Oriented additivity over subintervals and the second fundamental theorem: on a compact interval on which the integrand is continuous with the displayed antiderivative, the integral is the antiderivative difference, and . For : is integrable on if and only if it is integrable on and on , and then ; with the oriented form for arbitrary The second fundamental theorem: if is differentiable on with and is integrable, then
Norm-convergent sequences in have subsequences converging almost everywhere to a representative of the limit. Complex Lp completeness and almost-everywhere subsequences
Proof
Let and . Substituting in [F1] and using exactly for gives , the integrand being continuous on each piece because is either excluded by the truncation or avoided.
Construction of approximants. Put with as in [F3]. The bounds and [F4] give , so and is nonnegative with . Let be its mollifier family and put for . By [F7] each is smooth, and since and , the support inclusion gives . Also, if , the bump samples only where is constant, so ; hence is supported within distance of the endpoints, and . Since and , moreover pointwise: .
Case . For one has , so by [F8] and [F9].
Case . For one has , so by [F8], the antiderivative of on the negative axis being .
Case . For the set is , so by [F9] , the two terms cancelling exactly because ; since this is .
By [F6] applied with and , the sequence of 1.2 satisfies and ; consequently in , and the boundedness of [F2] gives , where is both the transform of and the pointwise principal value of [F2].
Fix and put ; let be the constant value of on and set . The mollifier is supported in , so for its convolution samples only points of when the argument lies in ; hence 1.2 gives there. Thus for the part of over is the integral of over a symmetric annulus, hence is zero. The remaining integral is absolutely convergent because has compact support and there. Letting in [F2] gives
By 2.1, 2.2 and 2.3, for every and every , where for , for and for , one has . Since , the symmetric principal value exists at every and equals ; this proves assertion 1.
The function is supported in by 1.2, so for and one has ; hence as by 2.4.
Since on , the same symmetric cancellation shows that for every , . This outer integral is absolutely convergent because has compact support and its denominator is bounded away from zero. By 3.1 its value is .
Combining 2.5, 3.2 and 4.1, for every fixed .
By 2.4, in ; by [F10] a subsequence converges almost everywhere to a representative of the class , while 5.1 makes that same subsequence converge to at every point of the full-measure set . Therefore almost everywhere: represents the multiplier extension of , which is assertion 2.
Hilbert transform is not strong type (1,1)
Statement refuted
The claim that the Schwartz-core Hilbert transform has a bounded -linear extension agreeing with the Hilbert transform on — equivalently, that the Hilbert transform is of strong type — is false. The interval indicator supplies the witness: it lies in , while its transform has a nonintegrable tail and therefore is not an class.
This refutes only strong type . No weak-type estimate is refuted or asserted here.
Facts & Assumptions
Given: Countable Choice, the indicator , and the function for , with the conventions of Complex Lp classes and Euclidean test-function conventions.
with ; the symmetric principal value of exists at every and equals ; and in for the Hilbert transform. Hilbert transform of an interval indicator
is complex-linear on and for every . The Hilbert transform is an L2 isometry and squares to minus the identity
For one has , and for ; is strictly increasing on . The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm
The nonnegative integral is monotone and positively homogeneous, and monotone convergence passes to the limit of an increasing sequence of truncations. Monotonicity and nonnegative homogeneity of the nonnegative integral Monotone convergence for the integral
There is with , on and off ; is a nonnegative function of integral one; and its mollifiers satisfy: is smooth, , and for and . Every function is a Schwartz function. Explicit compactly supported smooth cutoffs The mollifier family generated by a unit-mass smooth bump A unit-mass smooth bump generates an approximate identity Every approximate identity converges to the identity in for Convolution with a mollifier is smooth, and derivatives pass under the integral sign The support of a convolution lies in the closure of the support sumset Schwartz space and its seminorms
Holder: and . Complex Holder, Minkowski, and the quotient norm
Dominated convergence: if with and almost everywhere, then . Dominated convergence
On a compact interval a bounded Riemann integrable function is Lebesgue integrable with the same integral, and the interval has Lebesgue measure one. A bounded Riemann integrable function on a closed bounded interval is Lebesgue measurable and has the same integral A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included
Counterexample
The indicator is measurable with and of measure one, so on a set of measure one and vanishes elsewhere; hence for every , with .
On one has because is strictly increasing and by [F3].
For one has , using monotonicity of the integral and .
: for put ; steps 1.2 and 1.3 give . Hence for every , using additivity over the interval and [F8] with the antiderivative of [F3], , which tends to ; monotone convergence [F4] gives , and monotonicity in the domain gives . So is not an class.
Let be the unit-mass bump of [F5] and for put . Each is smooth with , so ; and because and has integral one. Since for and , each lies in and the sequence converges to in both norms.
: by [F1] , and by [F2] is a linear isometry, so by step 2.2.
Suppose, for contradiction, that is bounded and linear with for every . Since , one has as classes, and by step 2.2. Fix . Then and, by step 3.1, ; since the -th integrals of and agree, it follows that , i.e. for every .
For set with as in [F5]. Then , its support is contained in , where by step 1.2, , and on : indeed , and for the interval contains the support of , which is contained in . Step 4.1 gives for every . As the functions converge pointwise to the bounded function , so dominated convergence [F7] with majorant shows that the left-hand sides converge to a finite limit; but step 2.1 and on give . A sequence cannot converge to a finite limit while equalling terms that tend to , so no such exists.
The compatibility hypothesis in step 4.1 was imposed only on Schwartz functions, which lie in ; hence there is no bounded linear operator agreeing with the Hilbert transform on either. The witness with transform therefore refutes strong type . Nothing here addresses weak type , which is a different assertion.
Hilbert transform does not map L-infinity to L-infinity
Statement refuted
The claim that the Schwartz-core Hilbert transform extends to a bounded -linear operator agreeing with the transform on the intersection is false. The bounded interval indicator lies in that intersection, but its transform is essentially unbounded near and ; a bounded action would have to keep the approximating transforms essentially bounded, and an almost-everywhere subsequence would then force itself to be essentially bounded.
This refutes a bounded action only. No -valued endpoint estimate is refuted or asserted here.
Facts & Assumptions
Given: Countable Choice, the indicator , the function for , and the conventions of Complex Lp classes and Euclidean test-function conventions.
The symmetric principal value of the indicator exists at every and equals , and in for the Hilbert transform; in particular for . Hilbert transform of an interval indicator
is complex-linear on and satisfies . The Hilbert transform is an L2 isometry and squares to minus the identity
is continuous, strictly increasing and onto, , and is its inverse; hence for real and , holds exactly when . Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm The exponential is a continuous bijection from onto
For the interval is Lebesgue measurable with . A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included
There is with , on and off ; is a nonnegative function of integral one; for , is smooth with support in ; for ; and . Explicit compactly supported smooth cutoffs The mollifier family generated by a unit-mass smooth bump A unit-mass smooth bump generates an approximate identity Every approximate identity converges to the identity in for Convolution with a mollifier is smooth, and derivatives pass under the integral sign The support of a convolution lies in the closure of the support sumset Schwartz space and its seminorms
Every norm-convergent sequence in has a subsequence of measurable representatives converging almost everywhere to a representative of the limit, and countable unions of Lebesgue-null sets are Lebesgue null. Complex Lp completeness and almost-everywhere subsequences Finite and countable subadditivity of measures
For a bounded linear on a normed space, ; in particular . The operator norm as the least bound and as the unit-sphere or unit-ball supremum
Counterexample
The indicator is measurable with , so , and by [F4]; hence .
is not essentially bounded. Indeed, fix ; by [F1] and [F3], for one has exactly when , i.e. , i.e. . Hence the set is the interval , which by [F4] has measure . Since was arbitrary, no real number bounds from above almost everywhere, so .
Let be the unit-mass bump of [F5] and for put . Then is smooth with support in , hence ; and because and has integral one. By [F5], .
: by [F1] and by [F2] is a linear isometry, so by step 2.1.
Suppose, for contradiction, that is bounded and linear with almost everywhere for every . Each of step 2.1 lies in this intersection, so almost everywhere; by [F7] and , .
By step 3.1 and [F6] there is a subsequence converging almost everywhere to . The sets where are null, the sets where are null by step 3.2, and the set where the subsequence fails to converge to is null; their countable union is null by [F6]. Off that union one has for every by step 3.2 and , so almost everywhere. Hence with .
Step 4.1 contradicts step 1.2, so no such bounded linear operator exists. The compatibility required of was only on , hence also holds for every Schwartz function; therefore no bounded action agreeing with the Hilbert transform on the intersection exists. A -valued endpoint is a different assertion and is not addressed.
Hilbert transform of the line Poisson kernel
Statement
Assume Countable Choice and fix , with the Fourier convention of Fourier transform on complex L1 classes. Put
Then:
- for every , ;
- for every the symmetric principal value of Truncated Hilbert transform and principal value exists and equals , the conjugate Poisson kernel;
- , and in for the Hilbert transform with symbol of The Hilbert transform is an L2 isometry and squares to minus the identity.
This is the line Poisson kernel, not the periodic Poisson kernel on the circle; no statement is made about mapping for .
Facts & Assumptions
Given: , Countable Choice, the conventions of Complex Lp classes and Euclidean test-function conventions, the Fourier convention of Fourier transform on complex L1 classes, and the truncated Hilbert transform, , absolutely convergent for , , whose principal value is the limit wherever it exists.
For and , is the absolutely convergent truncation of Truncated Hilbert transform and principal value for , ; is its limit where that exists, and no almost-everywhere existence and no bound is asserted by the definition.
For Schwartz the principal value exists at every and equals for the tempered convolution with , whose pairing with a Schwartz test function is the two-piece formula ; the extension has symbol , extends the Schwartz-core action uniquely and satisfies . The Hilbert transform is the tempered convolution with pv(1/(pi x)) and has signum Fourier multiplier The Hilbert transform is an L2 isometry and squares to minus the identity
There is with , on and off . Explicit compactly supported smooth cutoffs
For the transform is the absolutely convergent integral of the Fourier-transform definition, which defines a function at every frequency; is complex-linear on and maps it into the bounded uniformly continuous functions, with ; and if , then is bounded and continuous, equals almost everywhere, and equals the value of at every Lebesgue point of . Fourier transform on complex L1 classes The L1 transform is bounded and uniformly continuous L1 Fourier inversion with an integrable transform
A function is a Schwartz function: all seminorms are finite because they are suprema of continuous functions of compact support. Schwartz space and its seminorms
On a compact interval a continuous function is Riemann integrable and hence Lebesgue integrable with the same integral; a nonnegative function Riemann integrable on every whose improper integral converges is Lebesgue integrable on with the same integral; oriented additivity over subintervals holds, and the second fundamental theorem gives for a differentiable with integrable derivative. A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion A bounded Riemann integrable function on a closed bounded interval is Lebesgue measurable and has the same integral A nonnegative improper Riemann integral on a half-line agrees with the Lebesgue integral For : is integrable on if and only if it is integrable on and on , and then ; with the oriented form for arbitrary The second fundamental theorem: if is differentiable on with and is integrable, then
Chain rule, the principal arctangent, and the natural logarithm: and ; is the continuous, strictly increasing inverse of on , so its image is and its supremum is ; is continuous on , , , and ; and for differentiable the mean value theorem bounds a difference quotient by . The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with Principal arctangent: derivative, integral, power series, and the Gregory–Leibniz series The principal inverse tangent The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with
Dominated convergence for complex-valued functions, and the a.e.-subsequence property of -convergent sequences. Dominated convergence Complex Lp completeness and almost-everywhere subsequences
A quotient of polynomials is continuous wherever its denominator does not vanish, so is continuous on . Sums, scalar multiples, products, absolute values, maxima, minima and quotients with nonvanishing denominator of continuous functions are continuous, as are constants, the identity and every polynomial function
Complex and real calculus on intervals: for complex functions on , ; and ; and ; the real exponential is smooth with ; and the sum, scalar-multiple and product rules and the chain rule for real derivatives hold. Complex integration by parts on intervals and decaying lines , , and The derivatives of sine and cosine are cosine and minus sine The exponential function is smooth and Sums, scalar multiples, products and quotients: , , , and when The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with
Balls, averages and Lebesgue points: every Euclidean ball is Lebesgue measurable with , so the ball average is defined for ; a point is a Lebesgue point of exactly when as ; and for integrable real or complex , this indefinite integral being countably additive on pairwise disjoint measurable families. Every continuous function is Borel measurable. Euclidean balls have positive finite Lebesgue measure The average of a locally integrable function over a Euclidean ball Lebesgue points and the Lebesgue set of an class A locally integrable function on Integral over a measurable subset The indefinite integral of an integrable function is countably additive on measurable sets Continuous functions on Euclidean spaces are Borel measurable
Reflection and order rules: the reflection of is a diffeomorphism with , so for every integrable ; if are measurable then , and for ; the nonnegative integral agrees with the simple integral, and the simple integral of a constant multiple of an indicator is . A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions Monotonicity and nonnegative homogeneity of the nonnegative integral The nonnegative integral agrees with the simple integral on simple functions The integral of a nonnegative simple function
Continuity and decay: sums, scalar multiples and products of continuous real functions, and the absolute value, are continuous, and composites of continuous functions are continuous; the real exponential is and hence continuous; and for every real , so as . Sums, scalar multiples, products, absolute values, maxima, minima and quotients with nonvanishing denominator of continuous functions are continuous, as are constants, the identity and every polynomial function A composite of continuous functions is continuous, with no side hypothesis of the kind the composition of limits needs The exponential function is smooth and A function differentiable at is continuous at for every real , hence
Proof
Steps 1.1, 2.1, 3.1 and 4.1 settle assertion 1; the remaining steps settle assertions 2 and 3. Nothing in the principal-value computation uses assertion 1.
Let for . Then is continuous and real-valued: is continuous, so is , and the composite with the continuous exponential is continuous [F13]; in particular is Borel measurable [F11]. For the second fundamental theorem [F6] applied on to the antiderivative gives , and as by [F13]; hence the improper Riemann integral of the nonnegative continuous function over converges to , and [F6] makes Lebesgue integrable on with . The function is already integrable by [F6]. Apply [F12] to this function and the reflection , whose Jacobian has absolute value one: its pullback is integrable and has the same integral (the singleton has measure zero). Thus is the sum of two known integrable functions and , so before applying additivity [F11], which gives , that is, . For every ball monotonicity [F12] gives , so as well.
For the integrability of used repeatedly below, note that for all , while for , because ; hence pointwise. By [F6] the continuous bounded function is integrable over , and the improper integrals and converge by the second fundamental theorem applied to the antiderivatives and with vanishing limits at infinity. Reflecting the already integrable positive-tail majorants by [F12] gives the corresponding negative-tail bounds. Together with integrability on , these bounds give , with and .
Substituting in the displayed truncation of [F1] shows that for every , every and every , . Subtracting the constant , whose integral against vanishes over the symmetric domain (the substitution makes the integrand odd), gives the identity , valid when is bounded near ; the subtraction changes no value.
For put , so that and , and let for . By [F10], , and differentiating the two real components with the product, chain, trigonometric and exponential derivative rules of [F10] gives , so is complex on with ; the complex fundamental theorem of calculus [F10] on then gives , while by [F10] and [F13], so the truncated integrals converge to . Moreover for and is Lebesgue integrable on with by step 1.1, so dominated convergence [F8] applied to the functions , which converge pointwise to and are dominated by , gives
the middle equality because on the compact interval the continuous integrand has the same Riemann and Lebesgue integrals [F6]. Replacing by throughout gives the companion identity .
Fix . Since is continuous at [F13], for every there is such that whenever ; for the pointwise bound , the monotonicity and homogeneity of the nonnegative integral, and the value of the simple integral [F12] give, since is positive and finite [F11] and by step 1.1, that the ball average of [F11] satisfies for every
Since was arbitrary, the limit as of the average is , so every is a Lebesgue point of with value [F11].
Applying step 1.3 to and using
which is algebra from and , gives for
For the assertion, note that for all and for ; the same elementary integration as in step 1.2, by [F6], gives .
For define with as in [F3]. Each lies in and hence in by [F5], with ; and as soon as , so pointwise everywhere. Since with by step 1.2, dominated convergence [F8] gives and .
By the definition of the transform [F4], for every ; the integrand satisfies by step 1.1, so is integrable and its indefinite integral is countably additive on pairwise disjoint measurable families [F11]. Splitting over the disjoint measurable sets and , which cover , and applying the reflection change of variables [F12] to the integrable function , whose reflection is because is even, gives, using step 2.1 on each half-line and step 2.1 again with replaced by ,
while the positive half contributes . Adding the two pieces and simplifying,
for every , since .
Put . By the chain rule, the arctangent and logarithm derivatives of [F7], and [F9], is differentiable on with . Since the domain is the disjoint union of the intervals and on which is continuous, [F6] and the right-hand integral of step 2.3 give
that is, with all logarithms of positive arguments,
Fix and , and use the functions of step 2.5. For Schwartz , [F2] represents the principal value at by the two-piece pairing, and the oddness cancellation of step 1.3 identifies it with ; combining this with the same identity for in step 1.3, and abbreviating , gives for every
By [F2] the isometry is defined on and is linear, so by step 2.5; that is, in .
Both (step 1.1) and (step 1.2, step 3.1) are integrable, so the inversion theorem [F4] applied to gives a bounded continuous function that agrees with almost everywhere and agrees with at every Lebesgue point of ; every real is such a point by step 2.2, so everywhere, and writing the defining integral of [F4] at the frequency identifies , so for every , and replacing by gives for every ; this proves assertion 1.
Since by step 1.2, for each fixed the full integral converges absolutely and is the limit of its truncations at ; hence passing to the limit in step 3.2 is legitimate. As , and because is increasing with supremum and infimum on its range ; the logarithmic argument tends to , and log is continuous there by [F7]. Therefore
Letting in step 4.2, continuity of and [F7] gives and ; hence
This holds for every , including , where both the display and the oddness of the truncated integrand give value . This proves assertion 2.
In the situation of step 3.3 one has , and : indeed with and , while and are bounded. Hence the mean value theorem [F7] bounds the difference quotient of by a constant uniformly in on , and the integrand of the first term of step 3.3 is dominated by the integrable constant on ; letting by dominated convergence [F8], and using that and by [F2] and step 5.1,
The first term of step 6.1 tends to as by dominated convergence [F8]: for each fixed the integrand tends to because pointwise and for , and it is dominated by on the finite-measure set ; the second term tends to because by step 2.5. Therefore for every fixed .
By step 3.4 the sequence converges in to a representative of the class ; by [F8] it has a subsequence converging almost everywhere to a representative of , while step 7.1 makes that same subsequence converge to at every point. Hence almost everywhere, i.e. in , which is assertion 3.
Finite sum of Riesz squares in L2
Statement
Assume Countable Choice and let . Let be the Riesz transforms of Riesz transforms on Euclidean space, the operators with symbols
Then:
- for every , the identity holding as classes, with the explicit finite symbol computation for every ;
- at the operator is the line Hilbert transform of The Hilbert transform is an L2 isometry and squares to minus the identity, so the case of assertion 1 is exactly ;
- the assigned value is immaterial: it is a value on the Lebesgue-null singleton , and the multiplier operator depends only on the almost-everywhere class of its symbol. Unlike the periodic conjugate operator, no zero-mode exception arises here.
This is an statement only; no bound for is asserted.
Facts & Assumptions
Given: Countable Choice, the dimension , and the Euclidean conventions of Complex Lp classes and Euclidean test-function conventions.
For the -th Riesz transform is with for and ; the symbol is measurable with everywhere, is well-defined and bounded on with , the assigned value at the origin has no effect on the operator, and the definition asserts only the multiplier description. Riesz transforms on Euclidean space
A measurable symbol with finite essential supremum defines , a bounded operator with , and the operator depends only on the almost-everywhere class of : values on Lebesgue-null sets, including the single point , do not affect the operator or its norm. Exact L2 Fourier multiplier norm
For these Riesz transforms and for every , as statements only. Riesz transforms are L2 contractions and square to minus the identity in sum
The line Hilbert transform has Schwartz-core symbol , extends uniquely to a bounded operator on with and ; the point , where the symbol vanishes, is Lebesgue null and creates no zero-mode exception. The Hilbert transform is an L2 isometry and squares to minus the identity
Plancherel: is a surjective complex-linear isometry of , so is complex-linear and , while for every class . Plancherel theorem
Proof
For and every one has , so the finite sum is , while . Also each is measurable, and for while , so everywhere.
The symbol of step 1.1 is measurable and satisfies for and , hence everywhere; since agrees with the constant function on the complement of the singleton , which is Lebesgue null, and have the same almost-everywhere class.
Since by [F1], the composition of the two bounded operators and gives in the notation of [F2], and summing the finitely many bounded operators gives by the complex-linearity of and in [F1] and [F5].
At one has , so for the symbol of [F1] is , while as well; hence is exactly the signum symbol of [F4] at every point, and by [F2] the operators agree: .
By [F2] the operator depends only on the almost-everywhere class of , which by step 2.1 is the class of the constant ; so , and for the isometry and linearity of [F5] give . Combined with step 2.2 this gives for every , which is assertion 1 and agrees with the identity recorded in [F3].
For , step 2.3 identifies with , so on by [F4]; this is exactly the case of the sum identity proved in step 3.1, and it exhibits assertion 2.
Finally, the assignment is a value on the Lebesgue-null singleton , and the multiplier operator depends only on the almost-everywhere class of its symbol by [F2]; changing that single value therefore changes neither nor any identity above. This is the announced contrast with the periodic conjugate operator, whose multiplier is defined on the frequency-zero mode of a finite-measure circle: on Euclidean there is no exceptional constant mode attached to the null set , so assertion 3 holds.