4.7 Article

On Demodulation, Ridge Detection, and Synchrosqueezing for Multicomponent Signals

期刊

IEEE TRANSACTIONS ON SIGNAL PROCESSING
卷 65, 期 8, 页码 2093-2103

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSP.2017.2656838

关键词

Time-frequency; reassignment; synchrosqueezing; AM/FM demodulation; multicomponent signals

资金

  1. French Agence Nationale de la Recherche (ANR) [ANR-13-BS03-0002-01]
  2. EPSRC [EP/J015180/1]
  3. Engineering and Physical Sciences Research Council [EP/J015180/1] Funding Source: researchfish
  4. EPSRC [EP/J015180/1] Funding Source: UKRI

向作者/读者索取更多资源

In this paper, we present a novel technique for the retrieval of the modes of a multicomponent signal using a time-frequency (TF) representation of the signal. Our approach is based on a novel ridge extraction method that takes into account the fact that the TF representation is both discrete in time and frequency, followed by a demodulation procedure. Numerical results show the benefits of the proposed approach for mode reconstruction in comparison to similar techniques that do not make use of demodulation. Furthermore, numerical investigations show that the proposed approach sharpens the TF representation on which it is built.

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