Please use this identifier to cite or link to this item: http://cmuir.cmu.ac.th/jspui/handle/6653943832/57215
Title: Propagation source wavelet phase extraction using multi-taper method coherence estimation
Authors: Diako Hariri Naghadeh
Christopher Keith Morley
Keywords: Earth and Planetary Sciences
Engineering
Environmental Science
Issue Date: 1-Feb-2017
Abstract: © 2016 Sinopec Geophysical Research Institute. It is possible to use statistical methods to extract the propagation source wavelet phase from seismic data without getting information from a well log. Using kurtosis as a high-order statistics can preserve the phase of the signal but it is highly sensitive to outliers. A new method is introduced here called the multi-taper method coherence estimation. Two steps are required: first, a cosine function that includes the dominant frequency and maximum amplitude of signal is chosen. Secondly, the maximum coherence in the frequency band of the signal, which shows the best phase matching between the time series is determined. To validate this new method real data sets were chosen and the extracted wavelet phases for noise free and noisy data sets were compared with data extracted from a well log. Extracted wavelets using Kurtosis were also generated for comparison, and demonstrate the improved results using the new method.
URI: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85010669535&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/57215
ISSN: 17422140
17422132
Appears in Collections:CMUL: Journal Articles

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