A new algorithm to estimate attenuation using frequency shift methods

Maman Hermana, and Hammad Hazim Mohd Azhar, and Zuhar Zahir Tuan Harith, (2012) A new algorithm to estimate attenuation using frequency shift methods. Sains Malaysiana, 41 (8). pp. 953-959. ISSN 0126-6039

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Abstract

This paper presents the improvement of quality factor (Q) estimation using shift frequency method. A new method was developed based on two previous methods; peak frequency shift (PFS) method and centroid frequency shift (CFS) method. The proposed algorithm has been tested to gauge its performance using three different scenarios; Q variation, travel time variation, and signal to noise ratio (SNR) variation. The test was performed using the Ricker wavelet with random noise included. Based on the results obtained, it can be concluded that the new proposed method was able to improve Q estimation using shift frequency method. This method can also be implemented in the low and high Q condition, shallow and deep wavelet targets and in the low and high SNR conditions of seismic data. The limitations in the PFS and CFS methods can be reduced by this method

Item Type:Article
Keywords:Attenuation; centroid frequency; peak frequency; variance; wavelet
Journal:Sains Malaysiana
ID Code:5416
Deposited By: Mr Azam
Deposited On:30 Jul 2012 07:11
Last Modified:14 Dec 2016 06:38

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