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Amplitude modulation-frequency modulation multi-mode noise signal extraction by short-time fourier transform

  • Hang Xie
  • , Yuhe Liao
  • , Jing Lin*
  • *Corresponding author for this work
  • Xi'an Jiaotong University
  • Xi'an Shaangu Power Co. Ltd.

Research output: Contribution to journalArticlepeer-review

Abstract

Lamb wave in structural health monitoring performs as multi-mode amplitude modulation-frequency modulation (AM-FM) signals, which is difficult to be extracted accurately. A new method is proposed to estimate the width of each mode on the short-time Fourier plane. Analyzing the energy distribution of the AM-FM signal, the reconstructing width is divided into two parts, i.e. the instantaneous bandwidth region and the window lobes region. The inverse short-time Fourier transform is then employed to extract each mode accurately by reconstructing the coefficients in these two regions. The effectiveness and robustness are testified by a quantitative comparison analysis of the simulated signal.

Original languageEnglish
Pages (from-to)93-97
Number of pages5
JournalHsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University
Volume46
Issue number7
StatePublished - Jul 2012
Externally publishedYes

Keywords

  • Amplitude modulation-frequency modulation signal
  • Instantaneous bandwidth
  • Structure health monitoring

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