The dot product with is a finite sum with a single nonzero term, the k-th; orthonormality is the case w = , and unit length follows since 1 is the nonnegative number whose square is e_k·e_k = 1.
Each result cited is universally quantified over the data in its own statement.
Clause coordinates. By The Dot Product on §dot-product, , the sum over of the pointwise product , . By Identity Matrix and Standard Basis Vectors §basis, for , and by Identity Matrix and Standard Basis Vectors §identity, if and if . Hence for every with , and . The set is finite by Finite Sets: the Pigeonhole Principle, Uniqueness of the Length, Subsets, Unions, Products, Images, Bounded Sets of Natural Numbers, Extreme Elements, Sets of Maps, Finite Unions and Finite Choice §naturals, and . So Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality §vanishing, with for its , for its and for its , gives .
Clause orthonormal. Clause coordinates with gives , and by Identity Matrix and Standard Basis Vectors §basis. By Identity Matrix and Standard Basis Vectors §identity, if and if .
Clause unit. By clause orthonormal with , . Thus is a nonnegative real number whose square is . By Properties of the Euclidean Norm on : Square, Distance, Vanishing, Coordinate Bounds, Homogeneity, Triangle Inequalities and Expansion of a Square §square, the norm of The Euclidean Norm on §norm is the only nonnegative real number whose square is . Hence .
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