DocumentCode :
1374424
Title :
LIDFT-the DFT linear interpolation method
Author :
Borkowski, Józef
Author_Institution :
Wroclaw Univ., Poland
Volume :
49
Issue :
4
fYear :
2000
fDate :
8/1/2000 12:00:00 AM
Firstpage :
741
Lastpage :
745
Abstract :
The method of linear interpolation of the discrete Fourier transform (LIDFT) to estimate parameters of a signal consisting of many sinusoidal oscillations, has been presented in the paper. The LIDFT method combines beneficial properties from known procedures of nonlinear interpolation of a spectrum, obtained as a result of DFT and from parametric methods based on the Prony method. The LIDFT algorithm with beneficial numerical properties has been obtained after formulating the assumptions of the LIDFT method, providing a linear matrix equation and following symbolic transformations of this equation. The basic operations involved are the FFT algorithm and linear matrix equation solving procedure. The parametric, linearizing data window together with the method-developed to choose the window parameter allow for effective application of the LIDFT method depending on the examined signal character
Keywords :
discrete Fourier transforms; interpolation; parameter estimation; signal processing; spectral analysis; DFT linear interpolation; LIDFT; Prony method; discrete Fourier transform; interpolated FFT; linear matrix equation; parametric linearizing data window; sinusoidal oscillations; symbolic transformations; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Frequency measurement; Interpolation; Least squares approximation; Nonlinear equations; Parameter estimation; Polynomials; Spectral analysis;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/19.863917
Filename :
863917
Link To Document :
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