The Reconstruction of Seismic Reflection Events by Optimized Matching Pursuit Algorithm

This paper mainly introduces an optimized matching pursuit algorithm for the reconstruction of seismic reflection events. It adopts intelligent optimization algorithms of genetic algorithm (GA) and particle swarm algorithm (PSO) to matching pursuit algorithm for improving the processing effect and efficiency. Through experiments on synthetic seismic records and field seismic data, it demonstrates that both GA-MP and PSO-MP can reconstruct the reflection events effectively and efficiency, while PSO-MP performs better especially in waveform reconstruction.

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Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/icmsp64464.2024.10866436
Primary Topic
Seismology and Earthquake Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

The Reconstruction of Seismic Reflection Events by Optimized Matching Pursuit Algorithm

dequan wan, Pingping Yu, Yao Xue, Yan Liu
Seismology and Earthquake Studies
article

The Reconstruction of Seismic Reflection Events by Optimized Matching Pursuit Algorithm

dequan wan, Pingping Yu, Yao Xue, Yan Liu
article en

Abstract

This paper mainly introduces an optimized matching pursuit algorithm for the reconstruction of seismic reflection events. It adopts intelligent optimization algorithms of genetic algorithm (GA) and particle swarm algorithm (PSO) to matching pursuit algorithm for improving the processing effect and efficiency. Through experiments on synthetic seismic records and field seismic data, it demonstrates that both GA-MP and PSO-MP can reconstruct the reflection events effectively and efficiency, while PSO-MP performs better especially in waveform reconstruction.

Xi'an Shiyou University (CN)
National College Students Innovation and Entrepreneurship Training Program
Climate action
Openalex Percentile: Top 75%
Seismology and Earthquake Studies
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