Abstract
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.
Original language | English |
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Pages (from-to) | 2093-2103 |
Number of pages | 11 |
Journal | IEEE Transactions on Signal Processing |
Volume | 65 |
Issue number | 8 |
Early online date | 23 Jan 2017 |
DOIs | |
Publication status | Published - 15 Apr 2017 |
Keywords
- AM/FM demodulation
- Multicomponent signals
- Reassignment
- Synchrosqueezing
- Time-frequency
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering