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Date: 30-12-2019
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Date: 28-10-2020
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Date: 20-2-2020
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An apodization function, also called the Hann function, frequently used to reduce leakage in discrete Fourier transforms. The illustrations above show the Hanning function, its instrument function, and a blowup of the instrument function sidelobes. It is named after the Austrian meteorologist Julius von Hann (Blackman and Tukey 1959, pp. 98-99). The Hanning function is given by
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(1) |
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(2) |
Its full width at half maximum is .
It has instrument function
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(3) |
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(4) |
To investigate the instrument function, define the dimensionless parameter and rewrite the instrument function as
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(5) |
The half-maximum can then be seen to occur at
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(6) |
so for , the full width at half maximum is
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(7) |
To find the extrema, take the derivative
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(8) |
and equate to zero. The first two roots are and 10.7061..., corresponding to the first sidelobe minimum (
) and maximum (
), respectively.
REFERENCES:
Blackman, R. B. and Tukey, J. W. "Particular Pairs of Windows." §B.5 in The Measurement of Power Spectra, From the Point of View of Communications Engineering. New York: Dover, pp. 14-15 and 95-100, 1959.
Press, W. H.; Flannery, B. P.; Teukolsky, S. A.; and Vetterling, W. T. Numerical Recipes in FORTRAN: The Art of Scientific Computing, 2nd ed. Cambridge, England: Cambridge University Press, pp. 554-556, 1992.
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