Skip to main navigation Skip to search Skip to main content

Fast-varying AM-FM components extraction based on an adaptive STFT

Research output: Contribution to journalArticlepeer-review

39 Scopus citations

Abstract

A new method is proposed in this article for fast-varying AM-FM components extraction. There are two prominent characteristics in this method. Firstly, a new evaluation method for the instantaneous bandwidth is established, which is based on the instantaneous slope of the time-frequency curve with respect to the AM-FM component. Secondly, a new adaptive STFT algorithm is established, which adjusts the window width by adapting to the instantaneous bandwidth at each frequency position. In order to extract multiple AM-FM components from a signal, the width of the reconstruction area is required to be determined efficiently to avoid the interference caused by adjacent components. Simulations are given in the end, which show that the proposed method has good performance for fast-varying AM-FM components extraction from noisy signals.

Original languageEnglish
Pages (from-to)664-670
Number of pages7
JournalDigital Signal Processing: A Review Journal
Volume22
Issue number4
DOIs
StatePublished - Jul 2012

Keywords

  • Adaptive STFT
  • Instantaneous frequency
  • Ridge reconstruction
  • Time-varying signal

Fingerprint

Dive into the research topics of 'Fast-varying AM-FM components extraction based on an adaptive STFT'. Together they form a unique fingerprint.

Cite this