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The sine and cosine systems are complete orthogonal systems of L^2 on an interval and on a rectangle
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let and with . (a) [One interval] The families and are orthogonal complete systems in the real Hilbert space (The space as the quotient by null functions, with the integral pairing is a Hilbert space, Orthonormal families, complete orthonormal systems and Hilbert bases): each is orthogonal, and its closed linear span is all of . (b) [Rectangle] With ranging over in cosine slots and over in sine slots, each of the four product families , , and is an orthogonal complete system in ; in particular the Neumann family and the Dirichlet family of The separated sine and cosine rectangle profiles: eigen-identities, boundary traces, orthogonality and Dirichlet integrals are orthogonal complete systems in .
Facts & Assumptions
Given: The Axiom of Countable Choice; a length , rectangle dimensions ; the real Hilbert space (similarly ) of The space as the quotient by null functions with inner product and norm ( with the integral pairing is a Hilbert space); and the one-interval families (), ().
On real the formula is an inner product with , is complete for the induced norm, and for ( with the integral pairing is a Hilbert space, Cauchy-Schwarz inequality for , The space as the quotient by null functions). A family is orthogonal when its distinct members pair to and complete when its closed linear span is the whole space (Orthonormal families, complete orthonormal systems and Hilbert bases).
Assume (The Axiom of Countable Choice ()); the torus carries the normalized Haar integral and the characters , and the characters form an orthonormal basis of the complex Hilbert space (The one-dimensional torus and its normalized Haar integral, The trigonometric system is complete in of the torus); for real , (, , and ).
Change of variables: invertible linear maps scale Lebesgue measure by (A linear map of sends Lebesgue measurable sets to Lebesgue measurable sets, with when is invertible and Lebesgue null when it is not), and a diffeomorphism substitutes in integrands by (A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions); both hold under . In particular the affine substitutions and below preserve integrability and transform the displayed integrals.
Fubini for : for sigma-finite spaces and , the sections are a.e. integrable, the section-integral functions are integrable, and the iterated and double integrals agree (Fubini's theorem for L^1 functions on a sigma-finite product).
One-variable calculus: , (The derivatives of sine and cosine are cosine and minus sine); sums, scalar multiples and products obey the sum, scalar and product rules and composites obey the chain rule, applicable to affine substitutions (Sums, scalar multiples, products and quotients: , , , and when , The chain rule for total derivatives: ); a differentiable on with integrable satisfies (The second fundamental theorem: if is differentiable on with and is integrable, then ); a continuous function on is Riemann integrable (A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion) and a bounded Riemann integrable function is Lebesgue measurable with the same integral (A bounded Riemann integrable function on a closed bounded interval is Lebesgue measurable and has the same integral).
and for real (The addition formulas for sine and cosine); sine is odd, cosine is even, and (Parity and the Pythagorean identity for sine and cosine).
Every satisfies ; bounded measurable factors on the finite-measure rectangle preserve and membership, and is the Cauchy–Schwarz estimate (Cauchy-Schwarz inequality for , The space as the quotient by null functions, with the integral pairing is a Hilbert space, Fubini's theorem for L^1 functions on a sigma-finite product).
Assume ; if is a complete orthonormal family in a real or complex Hilbert space and is in the space, then the finite-subset net of partial sums converges to (Fourier expansion in a Hilbert space).
The profiles of The separated sine and cosine rectangle profiles: eigen-identities, boundary traces, orthogonality and Dirichlet integrals satisfy and , where the superscripts select the - and -families, and the lemma states their rectangle orthogonality and norms. The four families of clause (b) are the products of one cosine or sine family on each factor.
Proof
[One-interval inner products] Let and be integers. By [F6], and ; for every nonzero integer the function has derivative on by [F5], so by [F5], [F6] (the case , i.e. or , leaves the constant or the difference ). The integrands are continuous, hence Riemann integrable [F5], and their Riemann and Lebesgue integrals agree [F5]. Therefore for , for , while and are nonzero; each displayed member is nonzero because it equals at some point of . Hence both families of clause (a) are orthogonal in the sense of [F1].
[Even extensions have vanishing torus coefficients] Let satisfy for every . Define on and let be the -periodic extension of to ; define on . Then is a real-valued element of : by [F1], [F3] the change of variables and the periodicity give . Splitting the integral at , substituting on by [F3] and using , its character coefficients are for every , using the affine substitutions, the periodicity of , the cartesian form of [F2] and the parity of [F6] for the identification with .
[Trivial orthogonal complement in ] We record the Hilbert-space step used below. Let be a real or complex Hilbert space, let be the closed linear span of a family , and suppose the only with for every is . Then : for put ; under [F2] (countable choice) choose with , and the parallelogram identity of [F1] makes Cauchy, so by closedness and completeness; if then and for every and real one has , so taking for forces ; when is complex, applying that conclusion to in place of gives as well, so in either case; in particular for all , contradicting the hypothesis, so and .
[Torus elements with all coefficients zero vanish] If has for every , then : by [F2] the characters are complete orthonormal, so Cauchy–Schwarz [F1] makes for every in their closed span, which is all of , and gives .
[Odd extensions have vanishing torus coefficients] Let satisfy for every . Define (so is odd and on ) and define from as in step 1.2. The same change of variables and periodicity give , and now the reflection substitution yields ; by the parity of sine this is for and for .
[Interval completeness, cosine case] Let be orthogonal to every . Step 1.2 produces whose character coefficients all vanish, so by step 1.4, and hence for almost every . By [F3] (the linear map scales Lebesgue measure by ) the set of with is null, so , hence , vanishes almost everywhere on . Thus the only element of orthogonal to the cosine family is ; by step 1.3 with the family the closed span of the cosine family is , and step 1.1 gives orthogonality.
[Rectangle orthogonality] Let denote either of the two -families and either of the two -families of clause (b); all members are continuous, hence bounded and measurable on the closed rectangle. For members and , the product is bounded and measurable on the finite-measure rectangle, hence in , and Fubini [F4] factors the inner product as ; this vanishes whenever by step 1.1 (a member with a matching index has nonzero squared norm or , or the analogous -norm). Hence each of the four product families is orthogonal in .
[Interval completeness, sine case] The same argument with step 2.1 in place of step 1.2 shows that the only element of orthogonal to the sine family is , so its closed span is by step 1.3, and it is orthogonal by step 1.1; this proves clause (a) together with step 2.2.
[Rectangle completeness] Fix one of the four product families in and let be orthogonal to every . By Fubini applied to the integrable function [F4], the section lies in for almost every , and the identities of [F4] applied to the integrable function define measurable functions almost everywhere, with by Cauchy–Schwarz [F7], so ; and Fubini applied to gives for every . Since the -family is complete in by step 2.2 or step 3.1, Cauchy–Schwarz [F1] makes orthogonal to the whole closed span, so almost everywhere. There are countably many , so [F2] (countable choice) selects the countably many exceptional null sets whose union is null, and for every the section is orthogonal to every , hence vanishes almost everywhere in by step 2.2 or step 3.1. Fubini applied to [F4] now gives , so . By step 1.3 the closed span of the product family is ; with step 2.3 this proves the first claim of clause (b) for all four parity choices, and the identification of [F9] gives the claim for the Neumann family and the Dirichlet family .
[Expansions] For each system of clauses (a) and (b), put ; the norms are nonzero and is a complete orthonormal system of [F1]. By [F8], every in the space is the norm limit of the finite-subset net . Since , the corresponding coefficients in the original orthogonal system are , obtained by dividing the normalized coefficients by .
Depends on
A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions
Cauchy-Schwarz inequality for
The Axiom of Countable Choice ()
The space as the quotient by null functions
Orthonormal families, complete orthonormal systems and Hilbert bases
with the integral pairing is a Hilbert space
Fubini's theorem for L^1 functions on a sigma-finite product
Fourier expansion in a Hilbert space
A linear map of sends Lebesgue measurable sets to Lebesgue measurable sets, with when is invertible and Lebesgue null when it is not
The trigonometric system is complete in of the torus
The separated sine and cosine rectangle profiles: eigen-identities, boundary traces, orthogonality and Dirichlet integrals
The addition formulas for sine and cosine
The derivatives of sine and cosine are cosine and minus sine
The chain rule for total derivatives:
Sums, scalar multiples, products and quotients: , , , and when
The second fundamental theorem: if is differentiable on with and is integrable, then
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion
A bounded Riemann integrable function on a closed bounded interval is Lebesgue measurable and has the same integral
, , and
Parity and the Pythagorean identity for sine and cosine
The one-dimensional torus and its normalized Haar integral
Dependency tree · 2 levels
Sources
- N. Beisert, Elektrodynamik, Vorlesungsskript, ETH Zurich, 2024 FS (German), Chapter 13 'Wellenleiter' and 'Kavitaeten', PDF pp. 153-162 (printed pp. 13.1-13.10); complete 176-page author-hosted PDF and official TeX read, with the conjugate-error in (13.26), the 'Wendepunkt' mislabel and the general group-velocity restriction recorded as source defects not copied
- R. Fitzpatrick, Classical Electromagnetism: An intermediate level course (University of Texas at Austin, 2006-02-02), node 105 'Wave-guides', complete author-hosted HTML node read in the run's pinned full-notes snapshot
- D. J. Griffiths, Introduction to Electrodynamics, 3rd edition (Prentice Hall 1999, 596-page full scan), sections 9.5.1-9.5.3 printed pp. 405-412 (wave guides, TE waves in a rectangular wave guide, coaxial transmission line), read in the stamped full text; OCR noise cross-checked against the other treatments