If is piecewise continuous and has a generalized Fourier series
(1)
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with weighting function , it must be true that
(2)
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(3)
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But the coefficient of the generalized Fourier series is given by
(4)
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so
(5)
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(6)
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Equation (6) is an inequality if the functions do not form a complete orthogonal system. If they are a complete orthogonal system, then the inequality (2) becomes an equality, so (6) becomes an equality and is known as Parseval's theorem.
If has a simple Fourier series expansion with coefficients , , , and , ..., , then
(7)
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The inequality can also be derived from Schwarz's inequality
(8)
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by expanding in a superposition of eigenfunctions of , . Then
(9)
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and
(10)
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(11)
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where is the complex conjugate. If is normalized, then and
(12)
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