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Author:

Li, Zhen (Li, Zhen.) | Gao, Jinghuai (Gao, Jinghuai.) (Scholars:高静怀) | Wang, Zhiguo (Wang, Zhiguo.)

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Abstract:

One important application of time-frequency analysis (TFA) is seismic spectral decomposition for reservoir characterization. However, traditional seismic TFA techniques are usually limited by diffused TF distribution, which can result in unreliable seismic interpretations. Synchrosqueezing transform (SST) is an effective TFA method that improves the concentration of the TF representation (TFR) of nonstationary signals. However, for the signal with a rapidly varying instantaneous frequency, the SST method suffers from a blurred TFR. In this letter, we propose a novel TFA method called time-synchroextracting transform (TSET) that provides highly concentrated TFR for transient signals where the TF curve is nearly parallel to the frequency axis. We applied the proposed TSET to synthetic signals and field seismic data to verify its validity of time localization and effective delineation of subsurface geological information.

Keyword:

Continuous wavelet transforms Fourier transforms Frequency modulation Signal resolution Synchrosqueezing transform (SST) Time-frequency analysis time-frequency analysis (TFA) time-synchroextracting transform (TSET) Transient analysis

Author Community:

  • [ 1 ] [Li, Zhen]Xi An Jiao Tong Univ, Sch Informat & Commun Engn, Xian 710049, Peoples R China
  • [ 2 ] [Gao, Jinghuai]Xi An Jiao Tong Univ, Sch Informat & Commun Engn, Xian 710049, Peoples R China
  • [ 3 ] [Li, Zhen]Natl Engn Lab Offshore Oil Explorat, Xian 710049, Peoples R China
  • [ 4 ] [Gao, Jinghuai]Natl Engn Lab Offshore Oil Explorat, Xian 710049, Peoples R China
  • [ 5 ] [Wang, Zhiguo]Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Peoples R China

Reprint Author's Address:

  • 高静怀

    [Gao, Jinghuai]Xi An Jiao Tong Univ, Sch Informat & Commun Engn, Xian 710049, Peoples R China;;

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Source :

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

ISSN: 1545-598X

Year: 2020

Issue: 5

Volume: 17

Page: 864-868

3 . 9 6 6

JCR@2020

3 . 9 6 6

JCR@2020

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:49

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 6

SCOPUS Cited Count: 29

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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