The Trigonometric System is an Orthonormal Basis of the Square-Integrable Space of the Torus
theoremAnalysisthm:trigonometric-system-complete-torus-2026aA 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.
We work in the setting of The Flat Torus: Standing Notation, used here with a natural number satisfying ; the integer lattice and the real Hilbert space are the ones fixed there. Let be the inner product of , and let be the zero vector of . Let for be the classes of the trigonometric system on introduced in The Trigonometric System on the Torus is Orthonormal §classes. Then the following hold.
1. (Completeness)¶ Let satisfy for every . Then .
2. (Orthonormal bases)¶ Let be a bijection, one of which exists by The Integer Lattice Admits an Enumeration by the Natural Numbers §enumeration. Then is an orthonormal basis of .
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