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L1 convolution smooths bounded functions into UCB
Statement
Assume AC. Let be a locally compact Hausdorff group with fixed left Haar measure , and set . For and , define
This formula defines an actual bounded continuous function independent of the representatives, with It belongs to and satisfies for every , as well as . The operation is bilinear in and . With the extended convolution of Convolution on L1 of a locally compact group, it also satisfies
Facts & Assumptions
Given: AC, an LCH group with a fixed left Haar measure , , and .
The complex Haar spaces consist of Borel-measurable functions modulo almost-everywhere equality; integrability is measured by , and the norm is the essential supremum (Complex Haar L^p spaces and compactly supported functions, Complex space of a locally compact group).
Left Haar measure is left invariant and finite on compact sets (Left Haar integral and left Haar measure). The inversion formula is for nonnegative Borel ; in particular inversion sends Borel null sets to null sets (Haar change of variables under inversion).
Continuous group operations have Borel preimages of Borel sets; for fixed , the map is continuous (Topological group: multiplication and inversion are continuous, A continuous map has Borel preimages of Borel sets).
The complex integral is linear and satisfies for integrable (The Lebesgue integral is linear on , The modulus of an integral is bounded by the integral of the modulus).
Under AC, is norm-continuous in for every (Strong continuity of left and modular right translations on L1 and L2).
Under AC, extended convolution is a bounded bilinear operation on , agrees with the compactly supported formula on , and satisfies ; also is dense in (Convolution on L1 of a locally compact group, Completeness of the complex Haar L1 and L2 spaces and density of Cc, Convolution preserves compact support and is associative).
Fubini's theorem applies to integrable functions on sigma-finite product measure spaces (Fubini's theorem for L^1 functions on a sigma-finite product). Restrictions of Haar measure to compact sets are finite, hence sigma-finite; finite products of compact sets are compact (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, Compact support, , and ).
Compact subsets of a Hausdorff space are closed, and finite Borel partitions of a compact set are measurable (In a Hausdorff space a point and a disjoint compact set, and two disjoint compact sets, have disjoint open neighbourhoods; hence every compact subset is closed, and in a compact Hausdorff space the compact subsets are exactly the closed ones, The Borel sigma-algebra of a topological space). The defining condition for is sup-norm continuity of the left-translation orbit, and every such function is continuous (Left-uniformly continuous bounded functions (UCB)).
AC is used through [F5] and [F6], in the exact forms stated by their suppliers (The Axiom of Choice).
Proof
Choose Borel representatives of and , and let . For each , the preimage of a Borel null set under is , which is null by inversion and left invariance [F2]; thus changing either representative changes the integrand only on a null set. For every , the set where is null by [F1], so its pullback is null and is integrable. The integral is therefore defined for every , independent of representatives, and [F4] gives ; letting yields .
First let , set , , and , and fix . These are compact sets of finite Haar measure, and are Borel by [F2, F7, F8]. On the function is continuous. Compactness gives, for each , a finite Borel partition of and points such that for and . Replacing by makes the kernel a finite sum of product-measurable terms, so Fubini on the finite restricted measures applies [F3, F7, F8]. The error in either iterated integral is at most , and hence tends to zero with . Thus . For each fixed , substituting in the inner integral on the right and using left invariance gives . The left iterated integral is by the compactly supported convolution formula, and the right one is . This proves associativity for .
Linearity of the integral gives bilinearity in and . By substituting and using left invariance, . Applying the same formula to the difference gives for every ; taking the supremum proves the stated defect estimate.
By [A1], the AC hypothesis of [F5] is met, so as . Step 2.2 therefore gives , which is exactly membership in by [F8]. That definition also gives continuity, and step 1.1 gives boundedness.
For general , [A1] meets the AC hypothesis of [F6], so choose sequences converging in . The convolution bound in [F6] and the smoothing bound of step 1.1 imply that both and converge uniformly, respectively, to and : each difference is bounded by . Since the two expressions agree for every by step 2.1, their limits agree, proving associativity for arbitrary data. Together with steps 1.1–3.1 this proves the remaining assertions.
Sources
BHV, Kazhdan's Property (T), Appendix G, §G.3, printed p. 453 (PDF p. 459), states that convolution of and belongs to . Thomas, The Banach–Tarski Paradox and Amenability, Lecture 20, PDF p. 13, UCB smoothing lemma (slide labelled 10), states the same membership claim. The actual-function formula, representative independence, norm estimate, equivariance, and associativity are proved here; the source statements do not supply these details.
Depends on
- Left-uniformly continuous bounded functions (UCB)
- Complex $L^\infty$ space of a locally compact group
- Complex Haar L^p spaces and compactly supported functions
- Left Haar integral and left Haar measure
- Topological group: multiplication and inversion are continuous
- A continuous map has Borel preimages of Borel sets
- Haar change of variables under inversion
- Strong continuity of left and modular right translations on L1 and L2
- Convolution on L1 of a locally compact group
- Completeness of the complex Haar L1 and L2 spaces and density of Cc
- Convolution preserves compact support and is associative
- Fubini's theorem for L^1 functions on a sigma-finite product
- 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
- In a Hausdorff space a point and a disjoint compact set, and two disjoint compact sets, have disjoint open neighbourhoods; hence every compact subset is closed, and in a compact Hausdorff space the compact subsets are exactly the closed ones
- The Borel sigma-algebra of a topological space
- Compact support, $C_c(X)$, and $C_0(X)$
- The modulus of an integral is bounded by the integral of the modulus
- The Lebesgue integral is linear on $L^1(\mu)$
- The Axiom of Choice
Used by
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Sources
- Bachir Bekka, Pierre de la Harpe and Alain Valette, Kazhdan's Property (T) (standard reference, not scraped)
- Anne Thomas, The Banach-Tarski Paradox and Amenability, Lecture 20: Invariant Mean implies Reiter's Property (standard reference, not scraped)