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