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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.
Depends on
- Truncated Hilbert transform and principal value
- 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
- Explicit compactly supported smooth cutoffs
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Complex Lp classes and Euclidean test-function conventions
- Schwartz space and its seminorms
- Fourier transform on complex L1 classes
- The L1 transform is bounded and uniformly continuous
- L1 Fourier inversion with an integrable transform
- Complex integration by parts on intervals and decaying lines
- The derivatives of sine and cosine are cosine and minus sine
- $\exp(x+iy)=e^x(\cos y+i\sin y)$, $|\exp(x+iy)|=e^x$, and $e^{i\pi}+1=0$
- The exponential function is smooth and $(\exp)'=\exp$
- Sums, scalar multiples, products and quotients: $(f+g)'(c) = f'(c) + g'(c)$, $(\alpha f)'(c) = \alpha f'(c)$, $(fg)'(c) = f'(c)g(c) + f(c)g'(c)$, and $(f/g)'(c) = \bigl(f'(c)g(c) - f(c)g'(c)\bigr)/g(c)^{2}$ when $g(c) \ne 0$
- A composite of continuous functions is continuous, with no side hypothesis of the kind the composition of limits needs
- A function differentiable at $c$ is continuous at $c$
- $1+x\le\exp(x)$ for every real $x$, hence $(1-p)^m\le\exp(-mp)$
- A continuous function on $[a,b]$ 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 $a<c<b$: $f$ is integrable on $[a,b]$ if and only if it is integrable on $[a,c]$ and on $[c,b]$, and then $\int_a^b f = \int_a^c f + \int_c^b f$; with the oriented form for arbitrary $a,b,c$
- The second fundamental theorem: if $G$ is differentiable on $[a,b]$ with $G' = f$ and $f$ is integrable, then $\int_a^b f = G(b)-G(a)$
- 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 $(f \circ g)'(c) = f'(g(c))\,g'(c)$
- Principal arctangent: derivative, integral, power series, and the Gregory–Leibniz series
- The principal inverse tangent $\arctan:\mathbb R\to(-\pi/2,\pi/2)$
- 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 $g(x) = x$ of Cauchy's: for $f$ continuous on $[a,b]$ with $a < b$ and differentiable on $(a,b)$ there is $c \in (a,b)$ with $f(b) - f(a) = f'(c)(b-a)$
- Dominated convergence
- Complex Lp completeness and almost-everywhere subsequences
- 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
- 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 $L^1_{loc}$ class
- A locally integrable function on $\mathbb{R}^n$
- 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
- 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
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Sources
- Loukas Grafakos, Classical Fourier Analysis, third edition (standard reference, not scraped)