TheoremBase

The Trigonometric System is an Orthonormal Basis of the Square-Integrable Space of the Torus

A square-integrable class on the torus that is orthogonal to every function of the trigonometric system is zero; consequently, enumerated along any bijection of the natural numbers with the integer lattice, the trigonometric system is an orthonormal basis of the square-integrable space of the torus.

Statement

We work in the setting of The Flat Torus: Standing Notation, used here with a natural number nn satisfying 1≤n1\le n; the integer lattice Zn\mathbb{Z}^{n} and the real Hilbert space L2(Tn)L^{2}(\mathbb{T}^{n}) are the ones fixed there. Let ⟨ ⋅ ,⋅ ⟩L2\langle\,\cdot\,,\cdot\,\rangle_{L^{2}} be the inner product of L2(Tn)L^{2}(\mathbb{T}^{n}), and let 0L20_{L^{2}} be the zero vector of L2(Tn)L^{2}(\mathbb{T}^{n}). Let EkE_{k} for k∈Znk\in\mathbb{Z}^{n} be the classes of the trigonometric system on Tn\mathbb{T}^{n} introduced in The Trigonometric System on the Torus is Orthonormal (i). Then the following hold.

1. (Completeness) Let U∈L2(Tn)U\in L^{2}(\mathbb{T}^{n}) satisfy ⟨U,Ek⟩L2=0\langle U,E_{k}\rangle_{L^{2}}=0 for every k∈Znk\in\mathbb{Z}^{n}. Then U=0L2U=0_{L^{2}}.

2. (Orthonormal bases) Let κ:N→Zn\kappa:\mathbb{N}\to\mathbb{Z}^{n} be a bijection, one of which exists by The Integer Lattice Admits an Enumeration by the Natural Numbers (ii). Then (Eκ(j))j∈N(E_{\kappa(j)})_{j\in\mathbb{N}} is an orthonormal basis of L2(Tn)L^{2}(\mathbb{T}^{n}).

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