Orthonormal Expansion and Parseval's Identity in Finite Dimensions
theoremAnalysisLinear Algebrathm:orthonormal-expansion-parseval-2026aLet together with be a \reftext{def:complex-inner-product-space-2026a}{complex inner product space} with \reftext{def:inner-product-norm-2026a}{induced norm} , let be a \reftext{def:natural-numbers-2026a}{natural number}, let be the \reftext{def:initial-segment-natural-numbers-2026a}{initial segment} determined by , and let be an \reftext{def:orthonormal-family-2026a}{orthonormal family}. Sums of vectors are \reftext{def:finite-sum-vector-space-2026a}{finite sums in } and sums of scalars are \reftext{def:finite-sum-field-2026b}{finite sums in a field}; is the \reftext{def:complex-modulus-2026a}{modulus} of a \reftext{def:complex-numbers-2026a}{complex number} and its \reftext{def:complex-conjugate-2026a}{conjugate}. Then the following hold.
\textbf{1. (Expansion criterion)} The family is an \reftext{def:orthonormal-basis-2026a}{orthonormal basis} of if and only if
\textbf{2. (Parseval's identity)} If is an orthonormal basis of , then for all ,
and in particular
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