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Bochner Inversion and Plancherel on LCA Groups
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Analyticity of Holomorphic Functions; Liouville and Morera
- Approximation and Compactness in C(K)
- Arc Length and Rectifiable Curves
- Areas of Elementary Plane Figures
- Banach Alaoglu Goldstine and Krein Milman
- Banach Algebras Spectrum and Holomorphic Functional Calculus
- Banach Valued Integration and the Radon Nikodym Property
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Bounded Variation and the Riemann–Stieltjes Integral
- Character Groups and Elementary LCA Duals
- Compact Operators and Riesz Schauder Theory
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Differentiability and the Cauchy–Riemann Equations
- Complex Lp Spaces and Test-Function Conventions
- Complex Power Series and Analytic Functions
- Connectedness
- 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
- Continuous Functional Calculus for Self Adjoint and Normal Operators
- Contour Integration
- Convergence: Nets and Filters
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Density Separability and Convolution in Lᵖ
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces Adjoint Operators and Annihilators
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Function Space Topologies and the Exponential Law
- Fundamental Trigonometric Identities
- Gelfand Theory and Commutative C Star Algebras
- Goursat's Theorem and Cauchy's Theorem in a Convex Domain
- Group Homomorphisms and the Isomorphism Theorems
- Haar Measure Existence and Uniqueness
- Hausdorff via the Diagonal
- Hereditary and Productive Behaviour of the Separation Axioms
- Hilbert Space Geometry and Riesz Representation
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Line Integrals and the Gradient Theorem
- 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
- Norming and Separation under Hahn–Banach
- Order, Zorn's Lemma, and the Axiom of Choice
- Orthonormal Bases, Parseval and Fourier Series
- Outer Measure and the Caratheodory Extension Theorem
- Partitions of Unity and Paracompactness
- pi: the Equivalent Characterizations
- 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
- Radon Measures and the Riesz Markov Kakutani Theorem
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- 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
- Stone–Weierstrass in General
- Subspaces, Products, and Quotients
- Suprema and Infima
- The Analytic Hahn Banach Theorem
- The Ascoli–Arzelà Theorem
- The Baire Principles of Functional Analysis
- 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 Fundamental Group of the Circle
- The Fundamental Theorems of Calculus
- The Identity Theorem, the Maximum Principle and the Open Mapping Theorem
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- 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 Winding Number and the Global Cauchy Theorem
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Uniform Spaces: the Three Definitions
- Urysohn's Lemma and the Tietze Extension Theorem
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
This page develops the representation, inversion and Plancherel theory of the Fourier transform on a locally compact Hausdorff abelian group without assuming Pontryagin biduality. The Fourier transform is defined on the class space in the conjugate-phase convention ; the transform is well defined on classes and no dual measure is used in its definition.
The first block builds the locally required algebra and representation inputs: Haar measure is invariant under inversion, convolution and the isometric involution make a commutative Banach -algebra, normalised local approximate identities give norm continuity of translations in every , the algebraically nonzero multiplicative functionals are exactly the Fourier evaluations, the compact-open topology of the dual is the topology of pointwise evaluation on , and the scalar unitisation has character space with semisimple. These local results replace the earlier conditional Gelfand inputs; no C*-unitisation or noncommutative group-algebra theorem is used. The transform intertwines translation, modulation, convolution and involution, and the Riemann-Lebesgue lemma identifies the correct codomain: with .
The second block proves that the Fourier-Stieltjes transform algebra is uniformly dense in and that a finite regular complex measure on the dual is determined by its inverse transform. Positive definite functions are then represented: the finite-matrix definition gives the elementary consequences and the integrated positivity of , the repeated Cauchy-Schwarz and spectral radius argument gives the transform-norm bound , and extension to followed by the Riesz-Markov theorem produces the unique representing finite positive Radon measure. This is Bochner's theorem: a continuous function on is positive definite exactly when it is the Fourier-Stieltjes transform of a unique finite positive Radon measure of mass ; the normalisation corresponds to probability measures.
The final block fixes the dual Haar scale. The compatible dual Haar normalisation is constructed from the positive convolution-square core using Bochner's theorem on each positive-definite core element, the consistency identity and a local gluing of the quotients ; the resulting Radon measure is shown to be translation invariant and is the unique Haar scale for which inversion holds on the core, with reciprocal scaling under rescaling of . Fourier inversion for an integrable transform returns the continuous representative of the input class and claims no pointwise statement at the remaining points of an arbitrary representative, and the Parseval pairing on the integrable core then yields the unique linear isometric extension of the transform from to . That extension is deliberately only an isometric embedding: surjectivity, equivalently unitarity, is deferred to the later Pontryagin duality pair and is not asserted here.
Choice assumptions are stated on each item. Dependent Choice suffices for the inversion-invariance lemma, the convolution algebra, translation continuity and the character computations; the general Banach-algebra and unitisation machinery on this page uses the Axiom of Choice as declared on the items that invoke it, and Bochner's theorem, the compatible dual Haar normalisation, Fourier inversion and the Plancherel extension assume the Axiom of Choice and Dependent Choice.
3 · Logical flowchart
4 · Definitions, theorems and proofs
The Fourier transform on an LCA group
Definition
Let be a locally compact Hausdorff abelian group, written additively, let be a fixed left Haar measure on (Left Haar integral and left Haar measure), and let be the Pontryagin dual with the compact-open topology (The Pontryagin dual with the compact-open topology).
For (The space as the quotient by null functions, Integrable real and complex functions, and their integrals) the Fourier transform of is the function defined at by
Well-definedness. The evaluation pairing is jointly continuous (Evaluation of characters is jointly continuous) and every character takes values in the unit circle (The multiplicative unit circle is a compact metrizable topological abelian group), so for fixed the function is Borel measurable with modulus (Composition with a Borel measurable outer map preserves measurability, Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive). Hence the integrand is Borel measurable and dominated by , so the integral converges absolutely and Replacing by an -a.e. equal representative changes the integrand only on an -null set, so no value changes: the transform is well defined on the quotient and not merely on representatives, and is a linear map with .
Convention. This is the conjugate-phase convention. On with Lebesgue measure, where the characters are , it reads . No dual Haar measure is used in the definition: the compatible scale on is fixed only by the compatible dual Haar normalisation proved on this page.
Haar measure on an abelian group is invariant under inversion
Statement
Assume Dependent Choice. Let be a locally compact Hausdorff abelian group with a left Haar measure (Left Haar integral and left Haar measure). Then
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group written additively, and a left Haar measure on . Write and , for the corresponding positive real-linear functionals on .
is a nonzero Radon measure that is translation invariant, finite on compact sets and positive on nonempty open sets (Left Haar integral and left Haar measure, Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets). In particular for every nonempty relatively compact open , and is positive and nonzero.
is again a Radon measure: it is nonzero because , translation invariant because , finite on compact sets because is compact, and for Borel and open the identities and follow from the same identities for by substituting and , using that is a bijection of the compact subsets of onto those of (Left Haar integral and left Haar measure, A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism). Thus is positive and nonzero.
Under Dependent Choice every compact inside an open in an LCH space admits , , on , ; and for every finite open cover of a compact there are nonnegative with and on (LCH Urysohn cutoff, A finite compactly supported partition of unity near a compact set, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, Compact support, , and ).
Positive real-linear functionals on are monotone, so for real one has : both and (A positive linear functional on is monotone).
is locally compact, so there is a compact symmetric neighbourhood of (Locally compact topological space: every point has a compact neighbourhood; and what this says in a metric space, Topological group: multiplication and inversion are continuous). Continuous images of compact sets are compact, and a product of finitely many compact spaces is compact; hence for compact the sum is compact, being the image of the compact under the continuous addition map (A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, A product of finitely many compact spaces is compact in the product topology, Topological group: multiplication and inversion are continuous).
Assuming Dependent Choice, two Radon measures on an LCH space with the same integrals of every real function agree on all Borel sets (Assuming Dependent Choice, uniqueness of the RMK representing measure among Radon measures). The real line is order-complete, so a Cauchy net in converges (The Cauchy-sequence reals have the least-upper-bound property).
Proof
(Fubinito for continuous compact kernels.) Let be positive real-linear functionals on and let . Then . Indeed, let be the compact projections of ; if both sides vanish, so assume otherwise and choose by [F3] cutoffs with , on , on ; put and . For , consider all pairs with , open containing , and for every , . Joint continuity and compactness of give such a at every : a finite cover in the coordinate gives uniform control on , and both sections vanish off . The full family of these covers , so compactness gives finitely many pairs covering ; by [F3] choose nonnegative supported in with on , and put . Each lies in and each lies in , so is a finite sum of products ; for such sums the two iterated integrals are equal by linearity and factorization. Moreover : on the pointwise convex-combination bound holds, while off both terms vanish and off both vanish. Applying [F4] twice gives and the same with the order interchanged, so ; as is arbitrary and the cutoff integrals are finite, the two iterated integrals agree.
(Comparison identity.) Let and let satisfy . Then . To see this, start from the trivial factorization , replace by inside the -integral using the translation invariance of ([F2]), move through by step 1.1 applied to the kernel , and then substitute in the inner -integral using the translation invariance of ([F1]) to obtain ; the last equality is the symmetry of . The kernel is continuous and supported in , which is compact by [F5].
(The approximating net and its ratios.) Let be the set of pairs where is a symmetric open neighbourhood of and satisfies , , , ; order by when . This is a directed set: given and , [F3] applied to gives with and , and is symmetric, nonnegative, equals at and is supported in , so . For both and are positive by [F1], [F2] and the positivity on nonempty open sets, so is well defined. Fix with , , and put and . By step 2.1, , while the factorization holds by linearity; subtracting and dividing by gives . Bounding the right side with [F4], swapping the two integrals by step 1.1 applied to the nonnegative continuous compactly supported kernel , and using yields , that is
(Uniform continuity and the ratio limit.) Fix a compact symmetric identity neighbourhood and put , compact by [F5]. For consider all triples with , open identity neighbourhoods, symmetric and contained in , , and for all . Continuity gives such triples at each , so their open sets cover . Take a finite subcover and put . If , choose with ; for , both and lie in , so . If , both values vanish, because and . Thus the difference is supported in and bounded by , giving . Hence as shrinks. For the fixed nonzero of step 3.1, choose with . For every later pair , implies , and the inequality of step 3.1 gives . The length of this interval tends to zero as shrinks, so the ratio net is Cauchy and converges by [F6]. It is eventually bounded below by , so its limit is positive. All covers used the complete families of admissible neighborhoods and only finite subfamilies, without uncountable selections.
(Passing to the limit.) Fix with and let . By the uniform continuity argument of step 4.1 applied to there is a symmetric open with . For every one has , so step 3.1 with the pair gives . Letting run through and using gives for every , so ; by linearity of both functionals the identity holds for every .
(The scale is one.) By step 5.1 the two Radon measures and have equal integrals of every real function, so [F6] gives for every Borel , that is . Replacing by gives , hence for every Borel . Choosing a compact neighbourhood of , [F1] gives , so and, since , . Therefore for every Borel set .
L^1 of an LCA group is a commutative Banach star algebra under convolution
Statement
Assume Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure , and let . For define Then (1) for -a.e. the integral converges absolutely and defines a class in independent of the chosen representatives, with (2) convolution is bilinear, associative and commutative, is an isometric involution with and , and is complete in ; hence is a commutative Banach -algebra. No -finiteness of is assumed: the proof reduces the two -compact essential supports to a -finite product and extends by zero. has an identity exactly when is discrete, proved later on this page.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group written additively with Haar measure , and (The space as the quotient by null functions, Integrable real and complex functions, and their integrals).
is a Radon measure that is translation invariant, finite on compact sets and positive on nonempty open sets (Left Haar integral and left Haar measure, Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets). For a Borel with choose an open with and then a sequence of compact with ; then and is covered by the -compact set up to a null set.
Haar measure on is invariant under inversion: for every Borel (Haar measure on an abelian group is invariant under inversion), so for every nonnegative Borel .
If are -compact, then so is (the image of the -compact under the continuous addition map), and the product measure space with is -finite: is a countable union of products of compact, hence finite-measure, sets (Countably compact, Lindel"of, sequentially compact, limit point compact and -compact spaces, and relatively compact subsets, A product of finitely many compact spaces is compact in the product topology, A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, Left Haar integral and left Haar measure). Tonelli's theorem and Fubini's theorem for functions apply on this product (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product).
is dense in (C_c(X) is dense in L^p(mu) for a Radon measure), and two Radon measures with equal integrals of every real function agree on all Borel sets (Assuming Dependent Choice, uniqueness of the RMK representing measure among Radon measures); an density defines a finite measure with total variation controlled by its norm (A complex L^1 density defines a complex measure whose total variation is |h| dmu). Such density measures are Radon: approximate the density in by functions and transfer finite-measure regularity with the total-variation error bound. Applying RMK uniqueness to the positive and negative parts of its real and imaginary density therefore shows that a function with for every vanishes -a.e. (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
is complete in , and is computed on representatives and descends to the quotient (Riesz-Fischer completeness of for , The norm descends to the quotient and makes a normed space for ); translations preserve (Translations preserve compactly supported continuous functions).
Proof technique: direct.
For the integral of is absolutely continuous with respect to : for each there is such that implies (Absolute continuity of the integral).
Proof
(Reduction to -compact supports.) Let . For each the Borel set has , so by [F1] there is a -compact set with . Then is -compact and , so -a.e. outside and represents the same class with . For the product-measurability needed below, choose approximants converging in and, after a subsequence, almost everywhere, using [F4, F5]. Define a representative by their pointwise limit where it exists, and zero elsewhere. Its support lies in the countable union of their compact supports. Do this for both and ; we may thus assume have -compact supports and are pointwise limits of functions wherever their limits exist, with zero assigned on the remaining null sets. On any product of two compact subsets of , a continuous scalar kernel is uniformly approximable by finite sums of products of bounded Borel functions of the separate coordinates: take finite sufficiently fine covers in each coordinate and disjointify them. Hence it is product measurable there. Applying this to the continuous kernels and taking their pointwise limits proves product measurability for on the -compact products below; the zero convention uses the measurable set where the sequence converges. No equality of the topological and product Borel sigma-algebras is assumed.
(Convolution is a well-defined contraction.) Assume are supported in the -compact sets . For these representatives, step 1.1 shows that is product measurable on and is supported in , a -finite product by [F3], and unless , that is . Tonelli's theorem on that -finite product gives the inner identity being translation invariance of and the fact that vanishes for . Hence is integrable, so by Fubini's theorem the section is finite for -a.e. (and is for , since then no has simultaneously and ), and its integral is at most . Therefore converges absolutely for -a.e. , the resulting function lies in with , and the class of does not depend on the representatives: if and a.e., then, for each fixed , the integrands differ only on the union of the null set where the differ and its reflected translate , where is the null set where the differ. Translation and inversion invariance make this union null. Thus the absolute integrals and values agree whenever defined, including for arbitrary representatives before restriction to essential supports.
(Bilinear and commutative.) For supported in -compact sets and the identity holds pointwise for every at which all three integrals converge, hence a.e. by step 2.1; the same argument on the second variable gives bilinearity. For commutativity let and apply step 2.1 and Tonelli on ([F3]) to write substituting in the inner integral, which is a translation and preserves ; the right-hand side is symmetric in and together with the labels , so for every . By [F4] applied to the function , this gives a.e. on .
(Associative.) Let , all supported in -compact sets, and let . Applying step 2.1 twice and Tonelli on the -finite product of the three essential supports (each a countable union of finite-measure sets) gives where the substitutions are translations at each stage; the same expression is obtained for . Since was arbitrary, [F4] gives a.e.
(The involution.) First let be supported in a -compact set . The function is Borel, and [F2] gives , so and is isometric on ; it is conjugate-linear and hold pointwise on representatives. To prove the reversal identity, let first and . Substituting in the defining integral and using [F2] (the substitution is inversion followed by a translation), while substituting in the defining integral of gives Since and complex conjugation is additive, the two integrands agree, so for . Now choose with and in , possible by [F4], and note , by the isometry just proved. By the norm bound of step 2.1, and , and the isometry gives ; since for every , uniqueness of limits in the normed space ([F5]) gives .
(An identity forces discreteness.) A positive singleton mass makes every point have mass . A compact neighbourhood then contains at most distinct points, since every finite subset has that many atoms. Thus is finite, and an open identity neighbourhood inside can be intersected with the complements of its finitely many nonidentity points to show is open. Hence nondiscreteness implies . Suppose now that is nondiscrete and is an identity. By outer regularity at and [F6], there is a symmetric open identity neighbourhood with . By continuity of addition and local compactness choose a symmetric open with compact closure and . Then , so . For every the convolution formula gives , since . This contradicts almost everywhere on the positive-measure set . Therefore an identity can exist only when is discrete.
(Discrete groups have an identity.) If is discrete, its singleton is open and has mass by [F1]. Then is in , and translation invariance gives . Thus wherever defined, for every . Commutativity makes a two-sided identity.
(Conclusion.) By steps 2.1, 3.1, 3.2 and 3.3, convolution is a well-defined bilinear, associative, commutative product on with , and is an isometric conjugate-linear involution satisfying and ; no unit is required. Since is complete in ([F5]), it is a commutative Banach -algebra; it has a unit exactly when is discrete, as proved above.
Translation continuity and normalised local approximate identities on an LCA group
Statement
Assume Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and let . Translation is a linear isometry of and is norm-continuous for every . Moreover for every identity neighbourhood there is a symmetric , , , , , and for every as the support neighbourhood shrinks, uniformly over all such kernels, with and . More precisely, index by all admissible pairs , ordered by reverse inclusion of , and assign the kernel to that pair. This directed net is a contractive two-sided approximate identity of ; its convergence requires no simultaneous choice of one kernel for every neighbourhood, no metrisation, and no sequential compactness.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group written additively with Haar measure , an exponent , a function , and the convolution calculus of (The space as the quotient by null functions, L^1 of an LCA group is a commutative Banach star algebra under convolution).
is a Radon measure, translation and inversion invariant, finite on compact sets and positive on nonempty open sets; for compact the sum is compact (Haar measure on an abelian group is invariant under inversion, Left Haar integral and left Haar measure, Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets, A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, A product of finitely many compact spaces is compact in the product topology).
Real is dense in real . For complex , approximate and separately by real ; then and . Thus complex compactly supported continuous functions are dense in complex as well. Translations preserve either scalar version of (C_c(X) is dense in L^p(mu) for a Radon measure, Translations preserve compactly supported continuous functions, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
Minkowski's integral inequality: for -finite measure spaces , , a measurable with satisfies . Hölder's inequality also applies to the finite weighted measure (Minkowski's integral inequality, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Holder's inequality for integrals, including the endpoint cases).
Under Dependent Choice every compact inside an open admits a cutoff with , on , outside (so ) (LCH Urysohn cutoff, Compact support, , and ).
Proof
(Reduction to a -compact essential support.) For the Borel set has ; by [F1] choose an open with and compact with . Then is -compact of -finite measure, , and replacing by changes it at most on a null set, hence changes neither the class in nor any norm. For the product calculations below we additionally use an a.e. pointwise limit of real or complex approximants supplied by [F2] as representative, zero where the sequence fails to converge. The convolution-algebra supplier's product-measurability argument applies verbatim to approximants and to their compact-support unions. Thus we may assume outside a -compact set and the kernels below are product measurable.
(Translation is an isometry.) For and , the substitution preserves and therefore ; the map is linear and respects a.e. equality, so it acts on the quotient .
(Convolution with a compactly supported kernel.) Let (including real kernels) and assume vanishes outside the -compact set . The function is supported in , a -finite product by [F1], so Tonelli's theorem gives after the substitution ; by Hölder's inequality with the finite measure this makes finite for -a.e. . For those the two defining integrals agree, , by inversion followed by translation in the substitution . Applying Minkowski's integral inequality [F3] to on the -finite product yields
(Norm continuity of translation.) Fix and . By [F2] choose for the scalar field , with . If , the isometry gives for every . Otherwise put ; its compact thickening below has positive finite measure. Choose a compact symmetric identity neighbourhood and a compact symmetric neighbourhood so small that for all and ; this is possible by the uniform-continuity argument on the compact set : cover by finitely many translates on which varies by less than the bound, and intersect the corresponding symmetric neighbourhoods of . Then for , and step 1.2 gives, for every , Hence is norm-continuous at , and at every by and step 1.2.
(The weighted-average estimate.) Let satisfy and . Since , for a.e. and Minkowski's inequality [F3] applied to on , a -finite product containing both terms, gives
(Normalised local approximate identities.) Let be an identity neighbourhood. By continuity of addition at choose a symmetric open with , Then : for , the open set meets , so . By [F4] choose with , , and outside ; hence . Then is symmetric, nonnegative, compactly supported in , and , so by [F1]; set . Then is symmetric with and . Given and , step 2.2 provides a symmetric identity neighbourhood with for every . For every identity neighbourhood and every admissible kernel , one has , so step 3.1 yields , and by step 2.1 also and ; this bound is uniform over admissible kernels. The set of all pairs is directed by shrinking : two pairs have a common later pair by constructing a kernel inside their intersected neighbourhood. Thus both limits hold for this net without choosing kernels simultaneously. For it is a contractive two-sided approximate identity of .
Steps 1.2, 2.2 and 4.1 prove the isometry, the norm continuity, the existence of the symmetric normalised cutoffs and both approximate-identity limits with their contractive bounds.
Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations
Statement
Assume Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and . If is a nonzero multiplicative linear functional (no continuity assumed), then there exists a unique such that and consequently ; every such has norm . Conversely each gives such a functional.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group written additively with Haar measure , the Banach algebra with convolution and involution (L^1 of an LCA group is a commutative Banach star algebra under convolution, The space as the quotient by null functions), and a nonzero multiplicative linear functional .
The scalar unitisation with and is a nonzero unital complex Banach algebra, and is a character of it (Unital Banach algebra, Character and maximal ideal space, L^1 of an LCA group is a commutative Banach star algebra under convolution).
Characters of a nonzero unital complex Banach algebra are unital and satisfy (Characters on a unital Banach algebra are continuous).
Index by all admissible pairs , ordered by reverse inclusion of , and put and . Each is nonnegative and symmetric, with support in , and , and in for every . No simultaneous choice of a kernel for each neighbourhood is made (Translation continuity and normalised local approximate identities on an LCA group, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
Translations act on as norm-continuous linear isometries and satisfy (Translation continuity and normalised local approximate identities on an LCA group), and the Fourier transform is defined by with (The Fourier transform on an LCA group); it converts convolution into multiplication (Fourier transform intertwines translation, modulation and convolution).
If a Radon measure on satisfies for every , then (Assuming Dependent Choice, uniqueness of the RMK representing measure among Radon measures, Compact support, , and ); real is dense in real , and componentwise approximation extends this to density of in (C_c(X) is dense in L^p(mu) for a Radon measure). Compactly supported cutoffs equal to one at a specified point and vanishing outside a specified open neighbourhood exist, and nonempty open sets have positive Haar measure (LCH Urysohn cutoff, Haar measure is positive on nonempty open sets and finite on compact sets). Characters are maps into the unit circle and for (The Pontryagin dual with the compact-open topology, The multiplicative unit circle is a compact metrizable topological abelian group, Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive).
A strongly measurable Banach-valued function with integrable norm is Bochner integrable, and bounded linear maps commute with its integral (Bochner-integrable function, Bochner integrability criterion, Bounded linear maps commute with Bochner integration).
Proof
(Boundedness of .) In the unitisation of [F1] the functional is multiplicative and unital: by linearity and multiplicativity of . By [F2] applied to the character , for every ; in particular is bounded with .
(The character ratio is independent of the reference function.) For and one has : evaluating at and substituting in the defining integral gives and likewise for the other two expressions. Choose with and put . For every , multiplicativity gives . Dividing by the fixed nonzero proves , including when .
( is a continuous character of .) From we get , and from and step 2.1 applied twice, Moreover is continuous: by step 1.1 as , by the norm continuity of translations [F4]. Finally is bounded, , and multiplicativity with gives for every ; since for every , necessarily , and applying this bound to , where , gives . Hence and takes values in the unit circle .
(The integral identity.) Let and . By the -compact essential-support reduction in the convolution-algebra supplier, represent as zero outside a countable union of compact sets . The continuous orbit has compact metric image on each of those compact sets, hence separable image there; Dependent Choice makes their countable union separable. Thus , zero outside , is strongly measurable by measurable scalar multiplication and countable simple approximations in this separable range. Its norm has integral , so [F6] makes it Bochner integrable. Its integral equals : pairing against any commutes with the Bochner integral and the -finite Fubini calculation gives the same pairing as . The uniqueness of densities from their pairings, proved in the convolution-algebra supplier, identifies the two elements of . Since is bounded linear, bounded linear maps commute with Bochner integration, so , and by step 2.1 ; hence
( is a character.) The conjugate of the continuous homomorphism is a continuous homomorphism , hence .
(Identification of .) Apply step 3.2 with from the all-admissible-pair net [F3] and let tend along that directed set. Since in and is continuous, ; since and , we get . Therefore for every .
(Uniqueness and norm.) The Fourier evaluations separate points of : if for all , put . If , continuity gives a relatively compact open neighbourhood where is bounded below; a nonnegative cutoff with yields and by [F5], a contradiction. Hence and . Finally : step 1.1 gives , while and give . The same argument applies to : it is multiplicative by [F4] and bounded of norm at most , and continuity of at gives by the mass-one and support properties of [F3]. Thus it is nonzero and its norm is ; hence the converse holds for every .
Steps 1.1, 2.1, 3.1, 3.2, 4.1 and 5.1 produce the unique with and the bound , step 6.1 proves uniqueness and that every such functional has norm , and the converse is included in step 6.1.
Fourier transform intertwines translation, modulation and convolution
Statement
Assume Dependent Choice (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain). Let be a locally compact Hausdorff abelian group with Haar measure . For , and a character , the following identities hold pointwise on : where , and . All four identities are identities of bounded complex-valued functions on ; the first three are used only after the transform codomain has been identified.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , functions (The space as the quotient by null functions, Integrable real and complex functions, and their integrals), a point and a character .
Each is a continuous homomorphism into the unit circle, so , is again a character, and (The Pontryagin dual with the compact-open topology, The multiplicative unit circle is a compact metrizable topological abelian group, Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive).
is translation invariant and inversion invariant (The Fourier transform on an LCA group, Haar measure on an abelian group is invariant under inversion); the transform is defined by and (The Fourier transform on an LCA group).
The convolution of two functions is a well-defined class in ; its defining integral may be computed after restricting to -compact essential supports, where Tonelli's theorem and Fubini's theorem for functions apply to the -finite product (L^1 of an LCA group is a commutative Banach star algebra under convolution, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product).
Proof
(Translation and modulation.) For every , [F2] gives substituting (a translation) and using from [F1]. Likewise since and is a character by [F1].
(Convolution.) By [F3] choose -compact essential supports of ; the function is integrable over the -finite product and Tonelli and Fubini give the middle step substituting (a translation) and the last step using and factoring.
(Conjugation.) Using inversion invariance [F2] in the substitution and then from [F1],
(Conclusion.) Steps 1.1, 1.2 and 1.3 establish the four displayed identities at every ; both sides are bounded because by [F2], so the identities are identities of bounded functions on .
The character topology on L^1 of an LCA group is the compact-open topology
Statement
Assume Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and . Under the bijection of Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations, the compact-open topology of is the topology of pointwise evaluation on all of : a net converges to in the topology of pointwise convergence on if and only if the corresponding characters converge to uniformly on every compact subset of . Consequently the algebraically defined character space of carries exactly the compact-open topology of , and the resulting identification is a homeomorphism.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , , the bijection onto the nonzero multiplicative linear functionals (Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations), a net in with compact-open limit , and a net evaluating pointwise to on (Directed preorders and nets, The topology of pointwise convergence on , which is the product topology, and its restriction to , The compact-open topology on for arbitrary topological spaces).
for all , : substituting (a translation, so -preserving) gives (The Pontryagin dual with the compact-open topology, The multiplicative unit circle is a compact metrizable topological abelian group).
, is dense in and is norm-continuous with (Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations, C_c(X) is dense in L^p(mu) for a Radon measure, Translation continuity and normalised local approximate identities on an LCA group, The space as the quotient by null functions, Integrable real and complex functions, and their integrals, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
A continuous image of a compact set is compact (A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, Countably compact, Lindel"of, sequentially compact, limit point compact and -compact spaces, and relatively compact subsets); a compact subset of a metric space has a finite cover by balls of any prescribed radius, and for compact (Left Haar integral and left Haar measure).
For an arbitrary abelian topological group, the sets , with compact and , form a neighbourhood basis in its compact-open dual. Thus compact-open convergence of characters is exactly uniform convergence on every compact set; no metrizability of or choice axiom is required (The compact-open character group is a Hausdorff topological abelian group, Statement and proof 1.2 and 2.1).
Proof
(Compact-open convergence gives evaluation convergence.) Assume in the compact-open topology; by [F4] this is uniform convergence on compacta. Fix , . By [F2] choose with and put . Then for every , using [F2] and the definition of , and the supremum tends to along the net; hence for every .
(Evaluation convergence gives compact-open convergence.) Conversely, assume pointwise on , say and . Choose with ; then for all sufficiently large . Let be compact and . By [F2] the set is a continuous image of , hence compact, so finitely many of its points cover it by -balls; put , which tends to by pointwise convergence. For every , choosing with and using [F2] gives , so .
(Uniform convergence of the characters.) By [F1], for every . For large the denominator satisfies , and Taking suprema over and using step 1.2 together with gives eventually, which tends to ; since and are arbitrary, uniformly on every compact subset of , hence in the compact-open topology by [F4].
(The homeomorphism.) Steps 1.1 and 2.1 show that under the bijection the compact-open topology of corresponds exactly to the topology of pointwise convergence on ; thus the algebraically defined character space of carries the compact-open topology of and the identification is a homeomorphism.
Together with the bijection of Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations, steps 1.1 and 2.1 prove both implications of the stated equivalence, and step 3.1 records the homeomorphism.
Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure , and let with Then: (1) is a unital commutative complex Banach algebra (it is a Banach -algebra with ), and its characters are exactly and , ; (2) for every ; (3) has an identity if and only if is discrete, and then the identity is ; (4) is homeomorphic to , which is the one-point compactification of when is nondiscrete, while for discrete it is with isolated; (5) is semisimple in the sense that implies .
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , with its convolution, involution and norm (L^1 of an LCA group is a commutative Banach star algebra under convolution, The space as the quotient by null functions, Integrable real and complex functions, and their integrals), the product with the operations displayed above, and its character space .
is a unital commutative complex Banach algebra with (Unital Banach algebra, L^1 of an LCA group is a commutative Banach star algebra under convolution); every character of a nonzero unital commutative Banach algebra is unital and satisfies (Characters on a unital Banach algebra are continuous, Maximal ideals and characters of a commutative Banach algebra).
The nonzero multiplicative linear functionals on are exactly for (Nonzero multiplicative functionals on L^1 of an LCA group are Fourier evaluations), and under this bijection the topology of pointwise convergence on equals the compact-open topology of (The character topology on L^1 of an LCA group is the compact-open topology).
for every element of a commutative unital Banach algebra, and this spectrum is a nonempty compact subset of (Spectrum as character values, Spectrum is nonempty compact and norm bounded); the spectral radius satisfies (Spectral radius formula, Spectral radius).
is compact Hausdorff and the Gelfand transform is injective exactly on the semisimple part: its kernel is the Jacobson radical (Maximal ideal space is compact Hausdorff, Gelfand transform, Kernel of the Gelfand transform is the radical, Jacobson radical and semisimple commutative Banach algebra).
Holomorphic functional calculus and the holomorphic spectral mapping theorem are available in the unital Banach algebra , and for a normal operator one has (Holomorphic functional calculus, Holomorphic spectral mapping and composition, Normal operator norm equals spectral radius).
is positive on nonempty open sets and finite on compact sets, and if is nondiscrete then ; conversely forces discrete: if then translation invariance makes every point an atom of mass , so a compact neighbourhood satisfies and is finite, and a finite Hausdorff neighbourhood of contains an open neighbourhood of inside which is open (Haar measure is positive on nonempty open sets and finite on compact sets, Left Haar integral and left Haar measure, Radon measure on an LCH space).
If is nondiscrete, so , for a finite measure with and there is an identity neighbourhood with : absolute continuity of the integral gives with , and outer regularity of at with gives an open with (Absolute continuity of the integral, Radon measure on an LCH space, Left Haar integral and left Haar measure).
The approximate identity of satisfies in along the identity neighbourhoods (Translation continuity and normalised local approximate identities on an LCA group), and is dense in with , (C_c(X) is dense in L^p(mu) for a Radon measure, Fourier transform intertwines translation, modulation and convolution, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, The Axiom of Choice).
Every function used below () has a -compact essential support: its level sets have finite measure; outer regularity puts each inside an open set of finite measure, and inner regularity covers up to a null set by a countable union of compact subsets; take the union over . Translation is an isometry on , is dense in , and is complete (Left Haar integral and left Haar measure, Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, Translation continuity and normalised local approximate identities on an LCA group, C_c(X) is dense in L^p(mu) for a Radon measure, Riesz-Fischer completeness of for ).
Minkowski's integral inequality gives on the -finite essential-support product used below; Cauchy--Schwarz gives (Minkowski's integral inequality, The complex pairing is well-defined and satisfies Cauchy–Schwarz).
Tonelli and Fubini apply to the absolutely integrable products on the -finite products of essential supports, and Haar measure is invariant under inversion (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product, Haar measure on an abelian group is invariant under inversion).
Proof
( is a unital commutative Banach -algebra.) Bilinearity, associativity, commutativity and the involution laws of the product follow from the corresponding laws of convolution in and the fact that with a unit; the norm is submultiplicative because , and with the -norm is complete because and are. Moreover by the isometry of the involution.
(Characters of .) Let be a character of . Since is unital, . Let be the restriction to the ideal , identified with . If then . If , then is a nonzero multiplicative linear functional on , so by [F2] there is a unique with for all ; hence . Conversely is the character of the quotient and each is a character: by linearity and the convolution identity of [F8], which is the product of and .
(The identity criterion, discrete case.) If is discrete then is open and nonempty, so by [F6]; the class lies in and for every , using and the definition of convolution, for a.e. ; hence is an identity of .
(The spectrum.) By [F3] applied to and the character list of step 1.2, .
(The identity criterion, nondiscrete case.) Suppose is nondiscrete and has an identity . By [F6], , so [F7] provides an open identity neighbourhood with ; replacing it by we may take symmetric. Choose a symmetric open with compact closure and (continuity of addition and local compactness). Then has and , so a.e.; but for every the defining integral satisfies (symmetry of ), hence , contradicting on a set of positive measure. Therefore has no identity.
(The character space of .) By [F4] the space is compact Hausdorff and by step 1.2 the map sending to and the point to the restriction character is a bijection onto . The topology is the topology of pointwise convergence on : a net iff for all , which by [F2] is exactly the compact-open convergence ; hence the restriction of the homeomorphism to identifies with the open subspace .
(Semisimplicity of .) For and choose -compact essential supports using [F9], and set , also -compact and of -finite Haar measure. The measurable function on has, by Minkowski [F10] and translation isometry [F9], . The integral on the left is finite a.e.; therefore the defining convolution integral converges absolutely for a.e. and determines an class with . Thus is a well-defined bounded linear operator and . For and , the L convolution associativity supplier gives a.e.; the L and L definitions here use the same a.e.-defined convolution integrals, and both sides are in by the bound just proved. Since is dense in [F9] and all three convolution operators are bounded, this identity extends to every . Hence , and , , is a unital algebra homomorphism. For , the integral of over is bounded by : for each , Cauchy--Schwarz and translation isometry give , and then integrate against . Thus Fubini [F11] and the substitution yield . Here the last equality follows from by the inversion-invariant Haar substitution . Therefore ; in particular, makes self-adjoint and hence normal. The representation is faithful: if , then for every approximate-identity function , while in by [F8], so . For self-adjoint , the unital homomorphism gives spectral inclusion by step 2.1; as is normal, [F5] yields . Thus implies and then for every self-adjoint . For arbitrary , is self-adjoint and by [F8]; if , the preceding self-adjoint case gives , and the adjoint identity gives , whence and faithfulness gives . Therefore is semisimple and (5) holds.
(Isolation of and the one-point compactification.) If is discrete then by step 1.3 has an identity with ; the continuous function on equals at and at every , so is open and is isolated. If is nondiscrete, suppose were isolated; then would be compact, and we choose finitely many with (a finite subcover of the cover by the open sets ). Put , so on and, being compact, there; by step 2.1, . By [F5] applied to the function that is near and near , the element is an idempotent of with for every and ; thus and for every . Semisimplicity (step 3.1) gives for all , so is an identity of , contradicting step 2.2. Hence is not isolated, is dense, and is the one-point compactification of its open dense subspace : neighbourhoods of are exactly the complements of compact subsets of (The one-point (Alexandroff) compactification , whose open sets are the open sets of together with the complements in of the closed compact subsets of ).
Steps 1.1 and 1.2 prove (1), step 2.1 proves (2), steps 1.3 and 2.2 prove (3), steps 2.3 and 4.1 prove (4), and step 3.1 proves (5).
Riemann-Lebesgue lemma on LCA groups
Statement
Assume the Axiom of Choice (The Axiom of Choice) and Dependent Choice (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain). Let be a locally compact Hausdorff abelian group with Haar measure and dual . For every its Fourier transform satisfies Thus maps into the Banach space , and the vanishing at infinity is uniform, not merely along sequences.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , its dual , and .
The Fourier transform is , it is well defined on and linear, and for every (The Fourier transform on an LCA group).
For the support of is compact with ; the evaluation pairing is jointly continuous; and the compact-open topology of is the topology of uniform convergence on compact subsets of (The Pontryagin dual with the compact-open topology, Evaluation of characters is jointly continuous, Compact support, , and , Haar measure is positive on nonempty open sets and finite on compact sets).
Real is dense in real . Applying this separately to and gives with both errors tending to zero; hence satisfies (C_c(X) is dense in L^p(mu) for a Radon measure).
Assume the Axiom of Choice and Dependent Choice. In the characters are exactly and , the Gelfand transform of is continuous on the compact Hausdorff space , and , and is homeomorphic to with carrying its compact-open topology (Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion, Gelfand transform, Maximal ideal space is compact Hausdorff, The Axiom of Choice).
Proof
(Continuity on compactly supported functions.) Let and let be a net in . By [F2], uniformly on the compact set , and , so Hence is continuous.
(Norm bound.) For every , , so .
(Compact superlevel sets.) Let be the Gelfand transform . By [F4], is continuous, is compact, and . For the set is closed in , hence compact, and it does not contain ; therefore is a compact subset of for its compact-open topology. Thus every superlevel set of is compact.
(Continuity in general.) Choose with by [F3]. Then by [F1], so is the uniform limit of the continuous functions of step 1.1; hence is continuous.
(.) By step 2.1, is continuous on , and by step 1.3 every set is compact; this is exactly the definition of (Compact support, , and ).
Steps 2.1 and 3.1 show , step 1.2 gives , and linearity of the transform makes a map into . For each , the transform has magnitude less than outside a compact set, which is the stated uniform vanishing at infinity.
Fourier-Stieltjes transforms determine finite Radon measures
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with dual , and let be a finite regular complex Borel measure on (Regular complex Borel measures). If the inverse transform vanishes for every , then . Equivalently, two finite regular complex Borel measures on with the same inverse transform are equal.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure and dual , a finite regular complex Borel measure on , and the assumption that its inverse transform vanishes for every . Write and .
The Fourier transform is a linear map with for every (The Fourier transform on an LCA group, Riemann-Lebesgue lemma on LCA groups).
and for , so the transform algebra is a self-adjoint algebra (Fourier transform intertwines translation, modulation and convolution); the characters of are exactly and , is a compact Hausdorff space whose Gelfand topology is generated by the functions , the correspondence is a bijection onto , and is homeomorphic to (Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion, Gelfand transform, Maximal ideal space is compact Hausdorff, The Axiom of Choice).
If is a compact Hausdorff space and is a point-separating self-adjoint complex function algebra with a unique common zero , then the uniform closure of is exactly (Complex Stone–Weierstrass dichotomy for separating self-adjoint algebras; the unital case is dense); functions on vanishing at infinity are the continuous functions on that extend continuously by at the point at infinity (Compact support, , and ).
For the set where is -finite for , and is finite; Tonelli and Fubini therefore apply to the product of a -finite essential support of with , and (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product, The space as the quotient by null functions, Regular complex Borel measures, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
If two Radon measures on a locally compact Hausdorff space agree on every continuous compactly supported function, then they are equal (Assuming Dependent Choice, uniqueness of the RMK representing measure among Radon measures, Radon measure on an LCH space); a finite regular complex Borel measure has finite regular real and imaginary parts whose Jordan decompositions are finite positive regular Borel measures, hence Radon measures (Regular complex Borel measures, Radon measure on an LCH space).
Proof
(The transform algebra separates the character space.) Put . By [F2] the map is a linear bijection onto that carries convolution to pointwise multiplication and to complex conjugation, so is a self-adjoint complex algebra of functions on ; by [F1] it is contained in . Viewed on through , it is a subalgebra of that contains and vanishes at . If in then , and since the Gelfand topology is Hausdorff there is with ; the two characters agree on constants, so . Likewise gives with . Hence separates points of and has no common zero there, while its extension to has the unique common zero .
(The pairing identity.) Let . Then The integrand is absolutely integrable over the product of a -finite essential support of with by [F4], so Fubini applies and, using ,
(Uniform density of the transform algebra.) By step 1.1 the algebra is self-adjoint, point-separating, and its only common zero is . The vanishing-at-one-point case of [F3] applied to and gives that the uniform closure of is . Under the homeomorphism of [F2], this is exactly the space of continuous functions on vanishing at infinity; hence is uniformly dense in .
(Vanishing against all of .) Let and . By step 2.1 choose with . By step 1.2, , so Hence for every .
(Conclusion .) Every lies in , so by step 3.1 for all . Write with finite positive regular Borel measures, as in [F5]. Then for every real-valued one has and ; by [F5] applied to the Radon measures and then to , all four equalities hold as measures, so .
(Equivalence.) If finite regular complex Borel measures on have the same inverse transform, then is again a finite regular complex Borel measure and its inverse transform vanishes identically; step 4.1 gives , that is, .
Positive definite functions on an abelian group
Definition
Let be an abelian group written additively (Group and abelian group) and let be a function (The complex numbers as , with the real embedding and imaginary unit ). Then is positive definite when for every integer , every finite family and all coefficients one has The sum for is the empty sum , so the convention covers it; repeated points are allowed, so the finite matrices tested are the Hermitian matrices . No continuity, boundedness or measurability is part of the definition.
Elementary consequences. The claims below are immediate from the defining inequality and are recorded here for later use. Taking , and gives . Taking , , and , gives The left side is real and equal to its own conjugate for every , so comparing coefficients at and gives (Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive); hence every tested matrix is Hermitian. If , choose , so and . The inequality becomes , hence ; if , the same bound follows from . Thus a positive definite satisfies , and for all .
Fourier-Stieltjes transforms of positive measures are continuous positive definite
Statement
Let be a locally compact Hausdorff abelian group with dual , and let be a finite positive Radon measure on (Radon measure on an LCH space). Then the Fourier-Stieltjes transform is a continuous positive definite function on (Positive definite functions on an abelian group) with . Continuity is uniform on , not merely at the identity.
Facts & Assumptions
Given: A locally compact Hausdorff abelian group (written additively) with dual , and a finite positive Radon measure on .
Each is a continuous homomorphism (The Pontryagin dual with the compact-open topology); hence , , and with for (The multiplicative unit circle is a compact metrizable topological abelian group, Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive).
is a finite positive Radon measure on : , the integral of the constant function is (The integral of a nonnegative simple function, The nonnegative Lebesgue integral), and for every open one has (Radon measure on an LCH space). Every Borel function with is -integrable with (The modulus of an integral is bounded by the integral of the modulus, Integrable real and complex functions, and their integrals).
The evaluation pairing , , is continuous, and the integral is complex-linear on , so finite linear combinations of -integrable functions are -integrable and may be integrated term by term (Evaluation of characters is jointly continuous, The Lebesgue integral is linear on ).
Proof
For fixed the map is continuous on by [F3], hence Borel measurable, and by [F1]; since is finite, this bounded measurable function is -integrable by [F2]. Thus is a well-defined complex number with for every , and .
Let , and . Each function is -integrable by [F1] and [F2], so [F3] and give the last inequality because the integrand is a nonnegative measurable function. For the sum is . Hence is positive definite.
Suppose first that ; then for every by step 1.1, so is uniformly continuous. If , let and use [F2] with the open set to choose a compact with ; put . Consider all pairs with open in , an open identity neighbourhood in , and for , . Joint continuity [F3] gives such a pair with each prescribed inside . Their first coordinates cover , so compactness gives finitely many pairs covering it. Put , or if the finite cover is empty. Then for every and , without choosing neighborhoods separately for every point of .
For from step 2.1, by [F1], so [F2] and the linearity and triangle inequality of the integral give
For arbitrary , by [F1], and subtraction under the integral together with [F2] gives whenever , where the final inequality repeats the estimate of step 3.1; the bound does not depend on , so is uniformly continuous. With step 1.2 and step 1.1, is a continuous positive definite function with .
Positive definite functions give positive bounded functionals on the transform core
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and dual , and let be continuous and positive definite, with . Define Then is a well-defined linear functional with , the integrated positivity holds, and the Cauchy-Schwarz-type bound holds. Consequently vanishes on and descends to a positive linear functional on the transform core with No condition on the growth or integrability of beyond continuity and positive definiteness is needed.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , a continuous positive definite with , the functional , and .
Positive definiteness gives and , and is uniformly continuous on compact sets (Positive definite functions on an abelian group).
Convolution and involution make a commutative Banach -algebra with , and (L^1 of an LCA group is a commutative Banach star algebra under convolution); the transform satisfies and (Fourier transform intertwines translation, modulation and convolution).
The approximate identity is symmetric with , , , and in for every (Translation continuity and normalised local approximate identities on an LCA group, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
In the spectrum of is and (Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion, Spectral radius formula, Spectral radius).
is dense in every transform lies in by Riemann–Lebesgue, and the transform core is a self-adjoint algebra: products and complex conjugates of transforms of are transforms of (C_c(X) is dense in L^p(mu) for a Radon measure, Riemann-Lebesgue lemma on LCA groups, Fourier transform intertwines translation, modulation and convolution); polynomials without constant term approximate the square-root function uniformly on a compact interval (Polynomials are uniformly dense in for every closed interval).
Tonelli and Fubini apply to the -finite products of -compact essential supports, and Haar measure is positive on nonempty open sets and finite on compact sets (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product, Haar measure is positive on nonempty open sets and finite on compact sets, Left Haar integral and left Haar measure).
Proof
(Boundedness.) By [F1], for every , so the integral defining converges absolutely for every and ; linearity in is immediate.
(Integrated positivity.) For , , so by inversion invariance of the substitution in the inner integral (a reflection followed by a translation) gives and the integrand is carried by the -finite product of a -compact essential support of with itself ([F6]). For put . The continuous kernel on admits finite Borel partitions of on whose product cells its oscillation is arbitrarily small: use compactness and continuity in the group uniformity to take a finite sufficiently small cover, then disjointify it. Choose a point in each nonempty cell . The resulting sums , where , converge to the double integral since their error is bounded by the kernel oscillation times . Each sum is nonnegative by positive definiteness applied to the points and coefficients . Hence for ; for general choose with in ([F5]), then in by [F2] and by step 1.1, so the inequality passes to the limit.
(The Cauchy-Schwarz bound.) The form is sesquilinear by [F2] and positive semidefinite by step 2.1; for such a form (the quadratic in has nonnegative discriminant). With from [F3] this gives . As shrinks, in ([F3]) so by step 1.1; and : the functions are nonnegative with integral and support shrinking to , so by continuity of at and [F1]. Hence .
(The sup-norm bound.) If , [F1] makes and all bounds hold. Assume and put , so and by [F2]. Applying step 3.1 to gives by induction for , and the elementary bound of step 1.1 applied to the last factor yields . Since by the spectral radius formula [F4], while by [F4], we obtain . Applying this bound to gives , proving the second inequality in the stated chain. The bound holds for every representative, so vanishes on .
(Descent and positivity.) Since vanishes on the kernel of the transform, is a well-defined linear functional on the transform core, and step 4.1 gives . For positivity let belong to the core. The core is a self-adjoint algebra of functions vanishing at infinity ([F5]), so choose real polynomials with and uniformly on ([F5]); then lies in the core with uniformly, and writing for some we get , so by step 2.1; passing to the uniform limit using the bound of step 4.1 gives .
Steps 1.1, 2.1, 3.1, 4.1 and 5.1 establish every displayed claim: well-definedness and the bound, integrated positivity, the Cauchy-Schwarz bound , the vanishing on and the descent to a positive functional with .
The Bochner functional extends and has a Radon representing measure
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group, continuous positive definite with , and let be the positive functional on the transform core constructed in the preceding transform-core lemma. Then extends uniquely to a bounded positive linear functional on with norm , and there is a unique finite positive Radon measure on with Uniqueness of follows from the uniqueness theorem for Fourier-Stieltjes transforms proved earlier on this page.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , a continuous positive definite with , and the positive bounded functional on the transform core constructed in Positive definite functions give positive bounded functionals on the transform core.
The preceding transform-core lemma gives: is well defined and linear on with , , , vanishes on , and is a well-defined positive linear functional on the transform core with (Positive definite functions give positive bounded functionals on the transform core, The Fourier transform on an LCA group, Positive definite functions on an abelian group).
The transform algebra is a self-adjoint algebra: and (Fourier transform intertwines translation, modulation and convolution), its elements lie in (Riemann-Lebesgue lemma on LCA groups, Compact support, , and ), and the characters of are exactly and on the compact Hausdorff space with Gelfand topology generated by the functions (Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion, Gelfand transform, Maximal ideal space is compact Hausdorff, The Axiom of Choice).
If is a point-separating self-adjoint complex function algebra on a compact Hausdorff space with exactly one common zero , then its uniform closure is (Complex Stone–Weierstrass dichotomy for separating self-adjoint algebras; the unital case is dense).
A bounded positive linear functional on for an LCH space is integration against a unique finite regular Borel measure, whose total mass is its norm (Positive C_0(X) functionals have finite regular representing measures, Radon measure on an LCH space).
The normalized local approximate identity satisfies , , , with ; the evaluation pairing is jointly continuous, so uniformly on compact subsets of as shrinks (Translation continuity and normalised local approximate identities on an LCA group, Evaluation of characters is jointly continuous, The Pontryagin dual with the compact-open topology, Haar measure is positive on nonempty open sets and finite on compact sets).
Finite regular complex Borel measures on with the same inverse transform coincide (Fourier-Stieltjes transforms determine finite Radon measures, Regular complex Borel measures); the inverse transform of a finite measure is continuous, because is inner regular and the characters converge uniformly on compact sets (Radon measure on an LCH space, Evaluation of characters is jointly continuous); Fubini applies to against a finite measure (Fubini's theorem for L^1 functions on a sigma-finite product); and Haar measure is positive on nonempty open sets with Urysohn cutoffs available (Haar measure is positive on nonempty open sets and finite on compact sets, LCH Urysohn cutoff).
Bounded linear maps extend uniquely from a dense subspace with the same norm (A bounded linear map from a dense normed subspace into a Banach space extends uniquely with the same norm).
Proof
(Density of the transform core in .) The functions , , form a self-adjoint complex subalgebra of by [F2]. It is point-separating: distinct characters of are separated by some because the Gelfand topology is Hausdorff, and since all characters agree on the constants this element may be taken as , so separates them. Its only common zero is : for all , while gives some with . By the vanishing-at-one-point case of [F3], the uniform closure of is , which under is exactly ; hence the transform core is uniformly dense in .
(The approximate identity.) For the approximate identity of [F5], , because , , and is continuous at . Also , and uniformly on compact subsets of .
(Continuity of inverse transforms.) Let be a finite regular complex Borel measure on and . For a net and , inner regularity of gives a compact with ; by joint continuity of the pairing and compactness of one has eventually, so Hence is continuous.
(Extension of .) By step 1.1 the transform core is dense in , and by [F1] is linear on it with norm at most . By [F7] it has a unique bounded linear extension with .
(Positivity of .) Let with . Since , step 1.1 gives with ; then by the self-adjoint algebra property [F2] and uniformly, because is eventually bounded by a constant times . Each for some , so by [F1]. Passing to the limit along step 2.1 gives .
(Riesz-Markov representation.) The real part of is a bounded positive linear functional on , so by [F4] there is a unique finite regular Borel measure on with for all , and .
(Mass .) By step 4.1 and step 2.1, for every identity neighbourhood . By step 1.2, . By step 1.2 and step 4.1, : for choose compact with , then use and eventual . Hence , and has norm exactly .
(Uniqueness of .) Let be another finite positive Radon measure with for all ; then is a finite regular complex Borel measure with for every . By Fubini [F6], with continuous by step 1.3. If , choose with and ; by continuity, on a nonempty open neighbourhood of . Choose a nonzero nonnegative supported in , as provided by [F6]. Then on , so by positivity of Haar measure on nonempty open sets, contradicting . Hence . The Fourier-Stieltjes uniqueness theorem [F6] now gives , that is, .
Steps 2.1 and 5.1 exhibit the unique bounded linear extension of with , step 3.1 proves it positive, step 4.1 represents it by the finite positive Radon measure of mass , and step 6.1 proves that this representing measure is unique.
Bochner's theorem for LCA groups
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with dual . A continuous function is positive definite if and only if there is a unique finite positive Radon measure on with and then . The measure is called the representing measure of .
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure and dual , and a continuous function .
If is a finite positive Radon measure on , then is continuous and positive definite, and (Fourier-Stieltjes transforms of positive measures are continuous positive definite, Positive definite functions on an abelian group, Radon measure on an LCH space).
If is continuous and positive definite with , then the transform-core functional of the preceding lemmas extends uniquely to a bounded positive linear functional on with norm , there is a finite positive Radon measure on with for all and , and for every one has (Positive definite functions give positive bounded functionals on the transform core, The Bochner functional extends and has a Radon representing measure, The Fourier transform on an LCA group).
Two finite regular complex Borel measures on with the same inverse transform are equal (Fourier-Stieltjes transforms determine finite Radon measures, Regular complex Borel measures).
For and the finite measure , Fubini gives ; the function is continuous because is inner regular and characters converge uniformly on compact sets; and a continuous function on annihilated by every nonnegative compactly supported bump is identically zero, since Haar measure is positive on nonempty open sets and Urysohn cutoffs exist (Fubini's theorem for L^1 functions on a sigma-finite product, Radon measure on an LCH space, Evaluation of characters is jointly continuous, The Pontryagin dual with the compact-open topology, Haar measure is positive on nonempty open sets and finite on compact sets, LCH Urysohn cutoff, Compact support, , and ).
Haar measure is invariant under the substitution (Haar measure on an abelian group is invariant under inversion, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, The Axiom of Choice).
Proof
(The easy direction.) Assume for a finite positive Radon measure . Then by [F1] is continuous and positive definite with ; this proves the reverse implication and the mass identity for that direction.
(The converse: construction of the measure.) Assume continuous and positive definite, and put . By [F2] there is a finite positive Radon measure on with , representing the extension of on , and with for every .
(The representation .) Let and put . By [F4], Fubini and step 1.2 give Replacing by , which still ranges over , and using the inversion invariance of Haar measure [F5] yields for every . The function is continuous by hypothesis and [F4]. If , choose with and ; continuity gives a nonempty open neighbourhood of on which . Choose a nonzero nonnegative bump supported in . Since Haar measure is positive on nonempty open sets, , contradicting . Thus , so for every .
(Uniqueness of the representing measure.) Suppose finite positive Radon measures on satisfy for every . Then is a finite regular complex Borel measure whose inverse transform vanishes identically, so by [F3], that is, .
(Conclusion.) Step 2.1 proves that every continuous positive definite has a representing finite positive Radon measure with by step 1.2, step 2.2 proves uniqueness, and step 1.1 proves the converse direction and its mass identity.
Normalised positive definite functions correspond to probability measures
Statement
Assume the Axiom of Choice and Dependent Choice, and let be a locally compact Hausdorff abelian group. Under Bochner's theorem Bochner's theorem for LCA groups, a continuous positive definite satisfies if and only if its representing finite positive Radon measure on is a probability measure. In particular continuous positive definite functions with are exactly the Fourier-Stieltjes transforms of Radon probability measures on .
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with dual , and a continuous positive definite .
By Bochner's theorem, is continuous positive definite if and only if it has a unique representing finite positive Radon measure on , characterized by for all , and then (Bochner's theorem for LCA groups, Positive definite functions on an abelian group, Radon measure on an LCH space).
A probability measure on the Borel -algebra of is a measure with (Probability measures and probability spaces); a finite positive Radon measure is a probability measure exactly when its total mass is .
For every finite positive Radon measure on , its Fourier-Stieltjes transform is continuous and positive definite with (Fourier-Stieltjes transforms of positive measures are continuous positive definite).
Proof
(Normalised function gives probability measure.) Let be continuous and positive definite with representing measure and . By [F1], , so by [F2] is a probability measure.
(Probability measure gives normalised function.) Let be a Radon probability measure on and put . By [F3] is continuous and positive definite with , and [F1] identifies as its unique representing measure.
(The correspondence.) Combining steps 1.1 and 1.2: continuous positive definite functions with correspond exactly to their representing measures, and those are exactly the Radon probability measures; conversely the Fourier-Stieltjes transform of a Radon probability measure is a continuous positive definite function with value at .
Steps 1.1 and 1.2 prove the equivalence, and step 2.1 records the stated identification of continuous positive definite functions with and Fourier-Stieltjes transforms of Radon probability measures.
Positive convolution squares form a dense inversion core
Statement
Assume Dependent Choice (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain). Let be a locally compact Hausdorff abelian group with Haar measure . For put . Then (it is continuous with compact support), it is positive definite, and The complex span of is dense in and dense in . This is the inversion core of the page. The claim that the dual integral becomes absolutely controlled for this core after a compatible scaling of the dual Haar measure is not made here; it belongs to the compatible dual Haar normalisation theorem, and no proof that precedes that normalisation may use it.
Facts & Assumptions
Given: Dependent Choice, a locally compact Hausdorff abelian group written additively with Haar measure , the convolution product and involution of (L^1 of an LCA group is a commutative Banach star algebra under convolution), and the approximate identity of Translation continuity and normalised local approximate identities on an LCA group.
For the convolution is continuous with , a compact set; the same holds after replacing by its conjugate reflection (Compact support, , and , Translations preserve compactly supported continuous functions, A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, A product of finitely many compact spaces is compact in the product topology).
Positive definiteness of a function on means for all finite families and coefficients; the integral is translation invariant (Positive definite functions on an abelian group, Left Haar integral and left Haar measure).
Real is dense in real under Dependent Choice. Approximating real and imaginary parts separately gives with arbitrarily small; thus is dense in for and translations are norm-continuous in , with along all admissible pairs for every (C_c(X) is dense in L^p(mu) for a Radon measure, Translation continuity and normalised local approximate identities on an LCA group, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, The space as the quotient by null functions, Integrable real and complex functions, and their integrals).
Proof
( is a compactly supported continuous function.) For the conjugate reflection is continuous with compact support . For , the defining integral converges everywhere and by translation continuity [F3]. Thus the convolution is continuous, and its support lies in the compact set , so .
(Positive definiteness and the value at .) Since , the convolution can be written ; at this is . For a finite family and coefficients , translation invariance of ([F2]) and the finite sum rule give the second equality by substituting term by term (a translation) and expanding the square. Hence is positive definite by [F2].
(The span contains every .) Let . Writing , direct expansion gives Each square lies in and is a complex vector space, so . Hence contains the complex span of .
(Density.) Let , let and let . By [F3] choose with , and then, applying the approximate identity of [F3] to , choose with . By step 1.3 the function lies in , and Therefore is dense in for and .
Steps 1.1, 1.2 and 2.1 establish that every with is a compactly supported continuous positive definite function with , and that the complex span of these squares is dense in and in .
Compatible dual Haar normalisation
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with a fixed Haar measure . Then there exists a Haar measure on such that for every in the complex span of (the positive core of Positive convolution squares form a dense inversion core), holds for -almost every , with ; and this property determines uniquely for the fixed , so once is fixed the scale of the dual Haar measure is fixed by the requirement that Fourier inversion hold. The normalisation is reciprocal in the scaling sense: replacing by () forces to be replaced by if inversion is to continue to hold.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with fixed Haar measure , its dual , and the positive core , where .
Here consists of complex continuous compactly supported functions; equivalently its real and imaginary parts belong to the real space of Compact support, , and . For the function is continuous, compactly supported and positive definite, , and ; the involution satisfies and convolution transforms multiply (Positive convolution squares form a dense inversion core, Fourier transform intertwines translation, modulation and convolution, The Fourier transform on an LCA group, Positive definite functions on an abelian group).
Every continuous positive definite has a unique finite positive Radon measure on with for all and (Bochner's theorem for LCA groups, Radon measure on an LCH space).
For every there is with : otherwise, for every nonnegative with supported in a small neighbourhood of any prescribed point , the identity would give , which tends to . Nonnegative compactly supported bumps of integral in arbitrary neighbourhoods exist by Urysohn's lemma, and Haar measure is positive on nonempty open sets (LCH Urysohn cutoff, Haar measure is positive on nonempty open sets and finite on compact sets, Compact support, , and ).
The transform algebra is a self-adjoint subalgebra of ; the characters of are exactly and on the compact Hausdorff space , with ; and the vanishing-at-one-point case of complex Stone-Weierstrass applies to a point-separating self-adjoint algebra with a unique common zero (Riemann-Lebesgue lemma on LCA groups, Fourier transform intertwines translation, modulation and convolution, Scalar unitisation of L^1 of an LCA group: characters, spectrum and identity criterion, Gelfand transform, Maximal ideal space is compact Hausdorff, Complex Stone–Weierstrass dichotomy for separating self-adjoint algebras; the unital case is dense, Compact support, , and ).
Tonelli and Fubini apply to the products of a -finite essential support of an function on with the compact support of a core function on , and to the product of a compactly supported continuous function on with a finite measure (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Fubini's theorem for L^1 functions on a sigma-finite product, The space as the quotient by null functions). The substitution preserves Haar measure, as a translation composed with inversion (Haar measure on an abelian group is invariant under inversion, Left Haar integral and left Haar measure).
A positive linear functional on for an LCH space is integration against a Radon measure (Positive functionals on C_c(X) are integration against a Radon measure, Radon measure on an LCH space); Radon measures are outer regular on Borel sets, inner regular on open sets, and finite on compact sets.
Finite regular complex Borel measures on with the same inverse transform are equal (Fourier-Stieltjes transforms determine finite Radon measures).
is a locally compact Hausdorff abelian group (The dual of a locally compact abelian group is locally compact abelian, The Pontryagin dual with the compact-open topology); any two left Haar measures on an LCH group are positive scalar multiples of one another (Uniqueness of left Haar measure up to scale, Left Haar integral and left Haar measure); characters are jointly continuous in (Evaluation of characters is jointly continuous); and the Axiom of Choice and Dependent Choice are assumed (The Axiom of Choice, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
If , then is a finite Radon measure. Its inverse transform is continuous: for a net , choose a compact with by inner regularity; joint continuity and compactness make eventually less than , while the integral over the complement is at most . Thus the inverse transform is continuous for the full LCA topology. If it agrees almost everywhere with a continuous function, Haar positivity on nonempty open sets forces equality everywhere (Radon measure on an LCH space, Evaluation of characters is jointly continuous, Haar measure is positive on nonempty open sets and finite on compact sets).
Proof
(Generator measures.) Let for some . By [F1], is continuous and positive definite with and ; by [F2] there is a unique finite positive Radon measure on with for all and . For a finite sum of such generators, the measure represents the continuous positive definite function ; uniqueness in [F2] gives and , and for finite sums of generators.
(The sets cover .) Put for a generator . By [F3], for every there is with ; for we have , and is continuous, so . Hence the family over all generators covers .
(Density of the transform algebra.) The functions , , form a self-adjoint complex subalgebra of by [F4]. Distinct characters of are separated by some element of because the Gelfand topology is Hausdorff, and since all characters agree on the constants the separating element may be taken as ; thus the algebra separates points, and its only common zero is . By the vanishing-at-one-point case of Stone-Weierstrass in [F4], its uniform closure is , which is under . Hence is uniformly dense in .
(The consistency identity.) Let and be generators. For , absolute integrability over and [F5] permit Fubini in because by [F2]. The same computation with and interchanged gives , and the substitution in the first double integral shows it equals the second. Therefore for every . Both and are finite measures (dominated by and ), and step 1.3 makes the functions uniformly dense in , so By step 1.1 the same identity holds for finite sums of generators: .
(Gluing the local measures.) For , step 1.2 and compactness of give finitely many generators with ; put , so on . Define where is set to off ; the integral converges because is bounded and is bounded below on . If is another finite sum of generators with on , then by step 2.1, , so hence is well defined. The map is linear and positive: for one has on .
(The measure .) By step 3.1 the functional is a positive linear functional on ; by [F6] there is a Radon measure, again written , on with for every , and we identify with this measure.
( for every generator.) Fix a generator . On the open set , step 3.1 applied to with the single generator gives , that is, . On the closed set , let be compact; by step 1.2 choose finitely many generators with on , put . By step 2.1, , so and on gives . To pass from compact subsets to the whole closed set, fix and use outer regularity [F6] to choose an open with . By inner regularity on the open set [F6], choose compact with . Then is compact and because . Letting gives . Hence as measures on .
(Inversion for the core.) Let , say with generators and . By step 5.1, for all , and by step 1.1, and . Therefore for every , and in particular for -almost every .
( is a Haar measure.) First : a nonzero generator has , and step 5.1 gives . Next, is translation invariant. Fix and a generator . The modulation lies in and so is again a generator, and its transform is by the modulation identity of [F1]. Applying step 6.1 to and to gives, for every , In the second integral substitute : it becomes , where and is the pushforward of under . Comparing with times the first integral yields for every . Thus the finite measures and have the same inverse transform, so they are equal by [F7]. Since ranges over all of , this gives for every . For a compact , step 1.2 provides finitely many generators with on ; summing the identities gives , and dividing by the strictly positive continuous function on gives . Since and are arbitrary, is translation invariant. Finally, is positive on every nonempty open set: if for a nonempty open , then by invariance for every , and any compact is covered by finitely many translates of , so ; inner regularity of the Radon measure then gives , contradicting . Hence is a Haar measure on .
(Uniqueness of the scale and reciprocal scaling.) Let be any Haar measure on for which inversion holds for every . By [F8], for some . For a nonzero generator , the inversion property gives almost everywhere, with . By [F9], this inverse transform is continuous; since is continuous and Haar measure is positive on every nonempty open set, the almost-everywhere identity is everywhere. Evaluating at , and using step 6.1 for , gives . Since , and . Thus the inversion property determines uniquely. If is replaced by with , then for every the transform of the same function becomes ; inversion under a Haar measure reads , which holds exactly when satisfies the original inversion identity; by uniqueness this means , that is, .
Steps 4.1 and 7.1 construct a Haar measure on ; step 6.1 gives and the inversion identity for every and every ; step 8.1 proves uniqueness of the scale and the reciprocal scaling law.
Fourier inversion for integrable transforms on LCA groups
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and dual equipped with the compatible dual Haar normalisation proved earlier on this page. If and , then converges absolutely for every and defines a bounded uniformly continuous function , and -almost everywhere. Consequently the class of has a unique continuous representative, namely , and at every point at which a chosen representative of is continuous one has . No pointwise statement is made at the remaining points of an arbitrary representative.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure , the compatible dual Haar measure on , and with .
The compatible dual Haar normalisation gives inversion, with integrable transform, for every element of its declared core; in particular for every with real one has for -almost every , and (Compatible dual Haar normalisation). Such squares are continuous with compact support and lie in ; they also belong to the complex-generator core of Positive convolution squares form a dense inversion core.
The Fourier transform is linear with , takes into , and satisfies and (The Fourier transform on an LCA group, Riemann-Lebesgue lemma on LCA groups, Fourier transform intertwines translation, modulation and convolution); real is dense in real , and approximation of real and imaginary parts separately makes dense in complex (C_c(X) is dense in L^p(mu) for a Radon measure, The space as the quotient by null functions).
The dual is locally compact Hausdorff (The dual of a locally compact abelian group is locally compact abelian), so real is dense in real by the density theorem (C_c(X) is dense in L^p(mu) for a Radon measure). Thus every has arbitrarily small tails outside a compact set: approximate in real by a compactly supported continuous function. Character evaluation is jointly continuous (Evaluation of characters is jointly continuous, The Pontryagin dual with the compact-open topology); Haar measure is positive on nonempty open sets and finite on compact sets (Haar measure is positive on nonempty open sets and finite on compact sets).
The elements of are equivalence classes, so pointwise statements require a representative (The space as the quotient by null functions).
The translation/approximate-identity supplier proves and for compactly supported and nonnegative mass-one . Its proof restricts the kernel variable to compact and the output variable to , where is represented as zero off a -compact essential support ; for the difference estimate use . These restrictions are -finite, so Minkowski applies there and the functions extend by zero to . Translation continuity then gives the approximate-identity limits without assuming globally -finite Haar measure. Use all admissible pairs , putting and ; for symmetric real , is a positive-core generator, and Tonelli on compact kernel supports gives (Translation continuity and normalised local approximate identities on an LCA group, Minkowski's integral inequality, Positive convolution squares form a dense inversion core, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product).
Under Countable Choice, norm convergence in admits an almost-everywhere convergent subsequence on any measure space (Riesz-Fischer completeness of for ). This applies to complex functions by applying the real result successively to their real and imaginary parts. For a countable sequence, replacing the supplied representatives by any specified representatives changes the convergence only on a countable union of null sets. The assumed Axiom of Choice supplies the countable selections below.
Each integrable scalar function for a Haar measure on an LCH group has a -compact essential support: its positive level sets have finite measure, outer regularity puts them in finite-measure open sets, and inner regularity exhausts those open sets up to null sets by countably many compact sets. The assumed choice principles supply these countable selections. Haar measure is finite on compact sets, so two such supports give a -finite product. Fubini applies to an absolutely integrable product-measurable complex kernel on that product (Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets, Fubini's theorem for L^1 functions on a sigma-finite product).
Proof
(Absolute convergence and the bound.) Since and , the integral defining converges absolutely for every and ; thus .
(Uniform continuity of .) For a net in and , compact approximation in [F4] gives a compact with ; by joint continuity [F4] and compactness of one has eventually, whence For uniform continuity, use : the same compact-tail bound at gives one identity neighbourhood working for every . Hence is uniformly continuous.
(Positive convolution-square approximate identities.) For each admissible pair use its symmetric normalized from [F6] and put . Then , , , and , so is an approximate identity in by [F6]. Also by [F1], , and uniformly on every compact subset of : for compact , joint continuity of makes uniformly for as , while has mass one and support shrinking to .
(Inversion for .) Fix an admissible pair . Step 1.3 gives and . The inverse integral of is continuous by the compact-tail argument of step 1.2 and agrees with a.e. by [F1]; since is continuous and Haar measure is positive on nonempty open sets, they agree everywhere. Choose representatives of and zero off -compact essential supports and by [F8]. For fixed , the kernel is product measurable on : on each compact rectangle, joint continuity of evaluation permits uniform approximation of by finite sums of products of Borel functions in the separate variables (take finite rectangular covers and disjointify their coordinate covers). Taking a countable exhaustion and multiplying by the scalar measurable factors proves the assertion. Its absolute integral is , so [F8] permits Fubini. Since the convolution integral is absolutely convergent for every by , we obtain Changes on the null sets used for the support restrictions affect neither integral. Thus represents and is continuous by step 1.2's compact-tail argument, since is integrable by [F2].
(Uniform inverse convergence and almost-everywhere equality.) By step 2.1, represents and is the inverse integral of . Step 1.3 gives and uniform convergence to on compact dual sets. Since , the compact-tail estimate of [F4] therefore gives . Consequently while by [F6]. For each choose an admissible pair for which both errors are below ; the assumptions supply Countable Choice, and no countable neighbourhood base is required. By [F7] a subsequence of the specified representatives converges almost everywhere to a representative of . Uniform convergence makes that subsequence converge everywhere to . Thus almost everywhere on .
(The continuous representative.) By steps 1.1 and 1.2, is a bounded uniformly continuous function; by step 3.1 it represents the class of . If is another continuous representative, then is continuous and vanishes a.e.; if it were nonzero at some , it would stay nonzero on a nonempty open neighborhood, which has positive Haar measure [F4], a contradiction. Thus is the unique continuous representative. If a chosen representative is continuous at and , continuity at makes bounded below on an open neighbourhood of , again contradicting almost-everywhere equality and Haar positivity. Hence at every such point.
Steps 1.1 and 1.2 show absolute convergence and bounded uniform continuity of , step 3.1 shows -a.e., and step 4.1 gives uniqueness of the continuous representative and the statement at continuity points; no value at a point of discontinuity of an arbitrary representative is claimed.
Parseval pairing on the integrable core
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with the compatible dual Haar normalisation. If and , then In particular for such .
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure and compatible dual Haar measure on , and with .
is a commutative Banach -algebra under convolution and ; for the class is given -a.e. by an absolutely convergent integral and , and , (L^1 of an LCA group is a commutative Banach star algebra under convolution); for also with because inversion preserves Haar measure and conjugation preserves moduli (Haar measure on an abelian group is invariant under inversion, The space as the quotient by null functions).
The transform satisfies and (Fourier transform intertwines translation, modulation and convolution); in particular , and since is bounded and , this product lies in with (The Fourier transform on an LCA group).
For the integral converges absolutely for every with by Cauchy-Schwarz (Cauchy-Schwarz inequality for ), and is continuous: by norm continuity of translations in (Translation continuity and normalised local approximate identities on an LCA group, The space as the quotient by null functions).
The convolution lies in with , its representative of [F3] satisfies -a.e., and its transform lies in (L^1 of an LCA group is a commutative Banach star algebra under convolution, Fourier transform intertwines translation, modulation and convolution, Integrable real and complex functions, and their integrals).
Fourier inversion for integrable transforms: if has , then is a bounded uniformly continuous function with -a.e., and is the unique continuous representative of the class of (Fourier inversion for integrable transforms on LCA groups, Compatible dual Haar normalisation).
Proof
(The convolution is continuous and its value at .) With as in [F4], the function of [F3] is defined everywhere, bounded by and continuous, and it agrees with -a.e. In particular .
(Integrability of the transform.) By [F2] and [F4], with .
(Inversion evaluated at the identity.) By step 1.2 the inversion theorem [F5] applies to : its inverse transform is continuous with a.e. Since is continuous and a.e. by step 1.1, uniqueness of the continuous representative in [F5] gives . Evaluating at and using from [F4] yields
(The norm identity.) Taking in step 2.1 gives ; the left side is finite, so and .
Step 2.1 is the stated Parseval pairing identity and step 3.1 is its norm specialisation.
Plancherel isometric extension on LCA groups
Statement
Assume the Axiom of Choice and Dependent Choice. Let be a locally compact Hausdorff abelian group with Haar measure and dual carrying the compatible dual Haar normalisation. The Fourier transform restricts to a linear isometry on the dense subspace , and it has a unique linear isometric extension Surjectivity of (equivalently, unitarity) is not asserted here; the range is dense only after the biduality identification on the later Pontryagin duality pair.
Facts & Assumptions
Given: The Axiom of Choice and Dependent Choice, a locally compact Hausdorff abelian group with Haar measure and compatible dual Haar measure on .
For the function lies in the positive core , is continuous positive definite with , and has (Positive convolution squares form a dense inversion core, Fourier transform intertwines translation, modulation and convolution, The Fourier transform on an LCA group, Positive definite functions on an abelian group).
For every the compatible dual Haar measure satisfies for -almost every , with (Compatible dual Haar normalisation). This fact alone is an almost-everywhere identity; its pointwise value at is established in step 1.1.
On the integrable core, Parseval holds: for with one has (Parseval pairing on the integrable core); every lies in and has by [F2] (Positive convolution squares form a dense inversion core).
Approximating real and imaginary parts separately by the real density theorem and adding the two errors shows that is dense in for , in particular in and in (C_c(X) is dense in L^p(mu) for a Radon measure, The space as the quotient by null functions); translations are norm continuous in and the normalized local approximate identities satisfy for (Translation continuity and normalised local approximate identities on an LCA group); the measures and for are finite Radon measures, hence inner regular (Radon measure on an LCH space, Haar measure is positive on nonempty open sets and finite on compact sets).
The Fourier transform is linear with , so (The Fourier transform on an LCA group); Cauchy-Schwarz bounds products (Cauchy-Schwarz inequality for , Integrable real and complex functions, and their integrals); is complete and norm convergence in implies almost everywhere convergence of a subsequence, with the complex conclusions obtained by applying the real conclusions to real and imaginary parts and taking successive subsequences (Riesz-Fischer completeness of for , The norm descends to the quotient and makes a normed space for ).
A bounded linear map on a dense subspace of a normed space into a Banach space has a unique bounded linear extension with the same norm (A bounded linear map from a dense normed subspace into a Banach space extends uniquely with the same norm, The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain, The Axiom of Choice).
If , then is a finite Radon measure and has arbitrarily small tails outside compact sets. Indeed, approximate in real by using density; the measures are finite Radon by Haar regularity and compact support, and , so outer and inner regularity pass to the limit. The character evaluation pairing is jointly continuous, and every nonempty open subset of has positive Haar measure. (C_c(X) is dense in L^p(mu) for a Radon measure, A complex L^1 density defines a complex measure whose total variation is |h| dmu, Radon measure on an LCH space, Open cover, subcover, and compact topological space; a compact subset is a subspace that is compact in its own right, Evaluation of characters is jointly continuous, Haar measure is positive on nonempty open sets and finite on compact sets)
Proof
(Pointwise inversion and isometry on .) For , set , which is absolutely defined since by [F2]. We first show is continuous without using sequential convergence: given and , choose compact with by [F7]. Joint continuity of evaluation and compactness of give a neighbourhood of such that for every and : take product neighbourhoods at each and a finite subcover of . Since characters have modulus one, for we obtain Thus is continuous. By [F2], almost everywhere; both functions are continuous, so they agree everywhere, since a nonzero continuous difference would stay nonzero on a nonempty open set of positive Haar measure [F7]. In particular . Parseval [F3] now gives . For , take : by [F1] and the pointwise identity just proved, where the last equality uses from [F1]; hence the Fourier transform is isometric on , and it is linear by [F5].
(Simultaneous density of in .) Let and . Inner regularity of the finite Radon measures and [F4] gives a compact with and ; set . Convolving with an approximate identity gives with and for small identity neighbourhoods , by norm continuity of translations and the approximate-identity limits in and [F4]. Here is continuous since its differences are bounded by , which tends to zero by uniform continuity of ; it vanishes outside the compact . Hence and .
(The extension.) Step 1.1 makes the transform a linear isometry ; is dense in and is complete [F4, F5], so by [F6] has a unique linear isometric extension with for all .
( is the restriction of .) Let and choose with and by step 1.2. Then by [F5], so pointwise everywhere; on the other hand in by step 2.1, so a subsequence of converges to almost everywhere [F5]. Hence -almost everywhere; in particular and, by step 2.1, . Thus the pointwise transform on is the restriction of to that subspace, and is a linear isometry.
(Density and uniqueness.) and is dense in [F4], so is dense in . If is another linear isometric extension of , then is a bounded linear map vanishing on the dense subspace , hence ; the extension is unique.
Steps 2.1 and 3.1 exhibit the linear isometry on the dense subspace and its unique linear isometric extension ; no surjectivity of is claimed, and no use of the biduality identification is made.
5 · Examples, counterexamples and false statements
None yet.
Sources
- Lynn H. Loomis, Introduction to Abstract Harmonic Analysis, D. Van Nostrand, 1953 (Harvard-hosted full scan)
- Manfred Einsiedler and Thomas Ward, Ergodic Theory with a View Towards Number Theory, Appendix C.2-C.3 (course-hosted full text)
- Gert K. Pedersen, The existence and uniqueness of the Haar integral on a locally compact topological group (2000), definitions and the second proof of uniqueness, pp. 2-5
- T. W. Koerner, Topological Groups (author PDF, Internet Archive snapshot of the dpmms.cam.ac.uk Topg.pdf file)