compendium |
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calculation of the Fourier-Coefficients So how should the coefficients A0,
an, bn
be chosen? |
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(4) |
According to Gauss you can minimize the average quadratic error M | |
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(5) |
by choosing A0,
an, bn This claim leads to the equations: |
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(6) |
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(7) |
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(8) |
but since | |
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it follows | |
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(9) |
and for that reason from equation (6) | |
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(10) |
The constant element A0 of the
Fourier-series is (as expected) the arithmetic average, the constant component
(the average value) of the function f(t)! The algorithm for the coefficientsan, bn (equations (7), (8)) becomes simpler . This statement follows from the property of orthogonality of trigonometric functions on the interval of [ t0, t0+T ]. Thus it is: |
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(11) |
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(12) |
with this one obtains from the equations (7) and (11) | |
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(13) |
and from the equations (8) and (12) | |
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(14) |
Apparently every coefficient A0,
an, bn
is estimable itself directly from the equations (10),
(13), (14). The calculation
of the coefficients is not linked with each other. For example: if one approximates the function f(t) using the series |
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and determines A0, a1, a2, b1, b2 from the equations (10), (13), (14) and now improves the approximation by adding the elements a3cos(3nωt), b3sin(3 nωt) | |
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the coefficients A0,
a1, a2,
b1, b2
stay unchanged. Another remarable feature is: If the function f(t) on the interval of [t0, t0+T] adheres to certain requirements purposed by Dirichlet , the values of function of this infinite fourier series (for m → ∞) approach the values of function f(t). |
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(15) |
This is a suprising statement: |
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