A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT
Monitoring the Crustal Movement in Geodesy is performed by the deformation survey and analysis. If monitoring the crustal movements involves more than two epochs of survey campaign then from the plate tectonic theory, stations do not move randomly from one epoch to the other, therefore Kalman Filter...
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| Format: | Article |
| Language: | English |
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Pamukkale University
2004-01-01
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| Series: | Pamukkale University Journal of Engineering Sciences |
| Subjects: | |
| Online Access: | http://dergipark.ulakbim.gov.tr/pajes/article/view/5000089595 |
| _version_ | 1797922587583447040 |
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| author | Cahit Tağı ÇELİK |
| author_facet | Cahit Tağı ÇELİK |
| author_sort | Cahit Tağı ÇELİK |
| collection | DOAJ |
| description | Monitoring the Crustal Movement in Geodesy is performed by the deformation survey and analysis. If monitoring the crustal movements involves more than two epochs of survey campaign then from the plate tectonic theory, stations do not move randomly from one epoch to the other, therefore Kalman Filter may be suitable to use. However, if sudden movements happened in the crust in particular earthquake happened, the crust moves very fast in a very short period of time. When Kalman Filter used for monitoring these movements, from associated epoch, for a number of epochs the results may be biased. In the paper, comparison of two methods for elimination of the above mentioned biases have been performed. These methods are Fading Memory Filter and Adaptive Kalman Filter for an unknown bias. |
| first_indexed | 2024-04-10T14:33:30Z |
| format | Article |
| id | doaj.art-37214110f6be48c4b20a09cfbca0c076 |
| institution | Directory Open Access Journal |
| issn | 1300-7009 2147-5881 |
| language | English |
| last_indexed | 2024-04-10T14:33:30Z |
| publishDate | 2004-01-01 |
| publisher | Pamukkale University |
| record_format | Article |
| series | Pamukkale University Journal of Engineering Sciences |
| spelling | doaj.art-37214110f6be48c4b20a09cfbca0c0762023-02-15T16:08:40ZengPamukkale UniversityPamukkale University Journal of Engineering Sciences1300-70092147-58812004-01-011011451495000083663A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENTCahit Tağı ÇELİKMonitoring the Crustal Movement in Geodesy is performed by the deformation survey and analysis. If monitoring the crustal movements involves more than two epochs of survey campaign then from the plate tectonic theory, stations do not move randomly from one epoch to the other, therefore Kalman Filter may be suitable to use. However, if sudden movements happened in the crust in particular earthquake happened, the crust moves very fast in a very short period of time. When Kalman Filter used for monitoring these movements, from associated epoch, for a number of epochs the results may be biased. In the paper, comparison of two methods for elimination of the above mentioned biases have been performed. These methods are Fading Memory Filter and Adaptive Kalman Filter for an unknown bias.http://dergipark.ulakbim.gov.tr/pajes/article/view/5000089595Yer kabuğu hareketleri, GPS(Global Positioning System), Kalman filtre, Adaptiv kalman filtre |
| spellingShingle | Cahit Tağı ÇELİK A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT Pamukkale University Journal of Engineering Sciences Yer kabuğu hareketleri, GPS(Global Positioning System), Kalman filtre, Adaptiv kalman filtre |
| title | A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT |
| title_full | A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT |
| title_fullStr | A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT |
| title_full_unstemmed | A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT |
| title_short | A COMPARISON OF TWO METHODS FADING MEMORY FILTER AND ADAPTIVE KALMAN FILTER IN MONITORING CRUSTAL MOVEMENT |
| title_sort | comparison of two methods fading memory filter and adaptive kalman filter in monitoring crustal movement |
| topic | Yer kabuğu hareketleri, GPS(Global Positioning System), Kalman filtre, Adaptiv kalman filtre |
| url | http://dergipark.ulakbim.gov.tr/pajes/article/view/5000089595 |
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