Proof of The Subspaces Spanned by an Orthonormal Sequence and Exhausting Sequences
lemmalem:orthonormal-basis-exhausting-2026aThe spanned subspaces are handled by the lemma on projections onto the span of an orthonormal tuple; the equivalence with the exhausting property uses the orthonormal expansion in one direction and the nearest-point property of the projection in the other.
For each the tuple is orthonormal, since its components are components of the orthonormal sequence and distinct indices in are distinct in . Write for the projection onto of Projection onto the Span of an Orthonormal Tuple, and Coordinates on a Finite-Dimensional Subspace, so that .
Claim 1. By The Span of a Finite Family is the Smallest Subspace Containing It the set is a linear subspace of , and it is closed in by claim 4 of Projection onto the Span of an Orthonormal Tuple, and Coordinates on a Finite-Dimensional Subspace, hence a closed linear subspace. Since we have , so ; apply claim 1 of Gram-Schmidt Orthonormalisation in a Real Inner Product Space to the tuple , whose span is . Since is itself an orthonormal -tuple with , it is a tuple of the kind to which the second sentence of that claim refers, so the corresponding tuple in is a basis of ; hence is finite-dimensional.
For the inclusion, let , say with . Let have components for and . By the recursion of Finite Sum Notation in a Vector Space and claim 1 of Properties of Finite Sums of Vectors,
using claim 3 of Elementary Identities in a Vector Space for . Hence and .
Finally, is a real Hilbert space and is closed, so by claim 5 of Projection onto the Span of an Orthonormal Tuple, and Coordinates on a Finite-Dimensional Subspace the map is the orthogonal projection , which is the asserted formula.
Claim 2. Suppose first that is an orthonormal basis of . Conditions 1 and 2 of Exhausting Sequence of Finite-Dimensional Subspaces of a Real Hilbert Space hold by claim 1. For condition 3, let and let be positive. By claim 3 of Orthonormal Expansions in a Real Hilbert Space the series converges to , so there is with , and . Hence is an exhausting sequence for .
Conversely, suppose is an exhausting sequence for , and let satisfy for every . By claim 3 of Properties of Finite Sums of Vectors, applied with the factor , and claim 1 above,
Let be positive. By condition 3 of Exhausting Sequence of Finite-Dimensional Subspaces of a Real Hilbert Space there are and with . By claim 5 of Projection onto the Span of an Orthonormal Tuple, and Coordinates on a Finite-Dimensional Subspace the point is a nearest point of to , so
As was an arbitrary positive real number, Comparison of Real Numbers with Arbitrary Positive Slack gives ; since , we get and hence , so by condition (d) of Real Inner Product Space §inner-product. Thus is an orthonormal basis of .
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Prerequisites
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