DocumentCode :
2049706
Title :
Recovery of Seismic Events by Time-Frequency Peak Filtering
Author :
Lin, Hongbo ; Li, Yue ; Yang, Baojun
Author_Institution :
Jilin Univ., Changchun
Volume :
5
fYear :
2007
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
The time-frequency peak filtering (TFPF) technology is applied for recovering seismic events without loss of valid information. By using frequency modulation signal encoding and taking peak of Wigner-Ville distribution (WVD) of encoded analytic signal, valid reflect signals constructing seismic events are estimated. To reduce the deterministic bias of TFPF resulted from nonlinearity of seismic reflect signal, the pseudo WVD (PWVD) TFPF is utilized. The reduced bias window length is derived by analyzing bias from experimental resulting. Testing of this method on synthetic seismic data and common shot point recordings indicates that TFPF technique significantly enhances signals from noisy seismic data and improves the continuity of seismic events by filtering out most of the additive noise. The resulting shows the clean recovery of seismic events in noise level down to a signal-to-noise ratio of-2.4dB.
Keywords :
Wigner distribution; filtering theory; modulation coding; time-frequency analysis; Wigner-Ville distribution; encoded analytic signal; frequency modulation signal encoding; seismic event recovering; signal-to-noise ratio; synthetic seismic data; time-frequency peak filtering; Additive noise; Encoding; Frequency estimation; Frequency modulation; Information filtering; Information filters; Noise level; Signal analysis; Testing; Time frequency analysis; Time-frequency peak filtering; common shot point; random noise; seismic events; signal enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2007.4379860
Filename :
4379860
Link To Document :
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