Ideal Spectral Interpolation
Zero Padding
Signal Operators
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Ideal Spectral Interpolation
Using Fourier theorems, we will be able to show (§7.4.12) that
zero padding in the time domain gives ideal bandlimited interpolation in
the frequency domain.7.4 In other words, for truly time-limited signals
,
taking the DFT of the entire nonzero portion of
extended by zeros
yields exact interpolation of the complex spectrum--not an
approximation (ignoring computational round-off error in the DFT
itself). Because the fast Fourier transform (FFT) is so efficient,
zero-padding followed by an FFT is a highly practical method for
interpolating spectra of finite-duration signals, and is used
extensively in practice.
Subsections
Ideal Spectral Interpolation
Zero Padding
Signal Operators
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``Mathematics of the Discrete Fourier Transform (DFT)'',
by Julius O. Smith III,
W3K Publishing, 2003, ISBN 0-9745607-0-7.
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Copyright © 2003-10-09 by Julius O. Smith III
Center for Computer Research in Music and Acoustics (CCRMA),
Stanford University
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