Maximum Likelihood Estimation of Seismic Impulse Response
A seismic trace is assumed to consist of a known signal pulse convolved with a reflection coefficient series plus a moving average noise process (colored noise). Multiple reflections and reverberations are assumed to be removed from the trace by conventional means. The method of maximum likelihood (...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Norwegian Society of Automatic Control
1985-04-01
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| Series: | Modeling, Identification and Control |
| Subjects: | |
| Online Access: | http://www.mic-journal.no/PDF/1985/MIC-1985-2-1.pdf |
| _version_ | 1819041548366512128 |
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| author | B. Ursin O. Holberg |
| author_facet | B. Ursin O. Holberg |
| author_sort | B. Ursin |
| collection | DOAJ |
| description | A seismic trace is assumed to consist of a known signal pulse convolved with a reflection coefficient series plus a moving average noise process (colored noise). Multiple reflections and reverberations are assumed to be removed from the trace by conventional means. The method of maximum likelihood (ML) is used to estimate the reflection coefficients and the unknown noise parameters. If the reflection coefficients are known from well logs, the seismic pulse and the noise parameters can be estimated. |
| first_indexed | 2024-12-21T09:26:45Z |
| format | Article |
| id | doaj.art-ab2b302c67074231ad1946d388310617 |
| institution | Directory Open Access Journal |
| issn | 0332-7353 1890-1328 |
| language | English |
| last_indexed | 2024-12-21T09:26:45Z |
| publishDate | 1985-04-01 |
| publisher | Norwegian Society of Automatic Control |
| record_format | Article |
| series | Modeling, Identification and Control |
| spelling | doaj.art-ab2b302c67074231ad1946d3883106172022-12-21T19:08:53ZengNorwegian Society of Automatic ControlModeling, Identification and Control0332-73531890-13281985-04-0162577310.4173/mic.1985.2.1Maximum Likelihood Estimation of Seismic Impulse ResponseB. UrsinO. HolbergA seismic trace is assumed to consist of a known signal pulse convolved with a reflection coefficient series plus a moving average noise process (colored noise). Multiple reflections and reverberations are assumed to be removed from the trace by conventional means. The method of maximum likelihood (ML) is used to estimate the reflection coefficients and the unknown noise parameters. If the reflection coefficients are known from well logs, the seismic pulse and the noise parameters can be estimated.http://www.mic-journal.no/PDF/1985/MIC-1985-2-1.pdfMaximum-likelihood estimationseismic data processing |
| spellingShingle | B. Ursin O. Holberg Maximum Likelihood Estimation of Seismic Impulse Response Modeling, Identification and Control Maximum-likelihood estimation seismic data processing |
| title | Maximum Likelihood Estimation of Seismic Impulse Response |
| title_full | Maximum Likelihood Estimation of Seismic Impulse Response |
| title_fullStr | Maximum Likelihood Estimation of Seismic Impulse Response |
| title_full_unstemmed | Maximum Likelihood Estimation of Seismic Impulse Response |
| title_short | Maximum Likelihood Estimation of Seismic Impulse Response |
| title_sort | maximum likelihood estimation of seismic impulse response |
| topic | Maximum-likelihood estimation seismic data processing |
| url | http://www.mic-journal.no/PDF/1985/MIC-1985-2-1.pdf |
| work_keys_str_mv | AT bursin maximumlikelihoodestimationofseismicimpulseresponse AT oholberg maximumlikelihoodestimationofseismicimpulseresponse |