Time-frequency domain fundamental frequency estimation and localization of quasiperiodic, pulsatic signal in a correlated mixture

S. M.Akramus Salehin, Thushara D. Abhayapala

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)

    Abstract

    We propose a method for estimating the fundamental frequency and localizing a pulsatic, quasiperiodic signal in a correlated mixture. The spectra of the correlated signal is obtained by using the short-time Fourier transform (STFT). For a quasiperiodic, pulsatic signal, the frequency signal variation over the frame index is itself quasiperiodic and pulsatic. In a mixture, the overlap of the spectra of the second signal can erase this quasiperiodic and pulsatic property for a subset of frequency indices. Applying singular value decomposition (SVD) with different frame lengths to these frequency index signals, we can determine the length for which the sum of the ratio of the first over the second singular values is maximum. From this frame length, the fundamental frequency can be calculated. To localize the pulsatic signal, we apply the inverse STFT to the frequency bins where the ratio of singular values are large to obtain a time domain signal. This time domain signal gives an approximation to the position of the pulsatic signal in the mixture.

    Original languageEnglish
    Title of host publication4th International Conference on Signal Processing and Communication Systems, ICSPCS'2010 - Proceedings
    DOIs
    Publication statusPublished - 2010
    Event4th International Conference on Signal Processing and Communication Systems, ICSPCS'2010 - Gold Coast, QLD, Australia
    Duration: 13 Dec 201015 Dec 2010

    Publication series

    Name4th International Conference on Signal Processing and Communication Systems, ICSPCS'2010 - Proceedings

    Conference

    Conference4th International Conference on Signal Processing and Communication Systems, ICSPCS'2010
    Country/TerritoryAustralia
    CityGold Coast, QLD
    Period13/12/1015/12/10

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