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Efficient computation of the discrete Wigner-Ville distribution

Authors: Chan, Shingchow; Ho, KaLeung;

Efficient computation of the discrete Wigner-Ville distribution

Abstract

To ensure that the discrete Wigner-Ville distribution (DWVD) does not contain aliasing terms, the analytic signal is normally used instead of the real signal. However, the computation of the analytic signal amounts to most of the computation time. Recently, Eilouti and Khadra (1989) made use of the overlapping between two successive sequences to develop a recursive algorithm for updating the analytic signal. The time difference between the successive sequences was taken to be one. The more general case with a time difference (lag) of P is considered here. It is shown that the analytic signal can effectively be updated by computing an aperiodic convolution. For small lag, the convolution is evaluated directly, while for a transform with larger lag, the convolution is evaluated by a real-valued pruning FFT (fast Fourier transform) based on the split-radix FFT. The DWVD is then obtained from the DFT (discrete Fourier transform) of a conjugate symmetric sequence of reduced length which can be computed with the real-valued split-radix FFT algorithms.

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China (People's Republic of)
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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