NLMS Adaptive Filter Algorithm Method for GPS Data Prediction
This paper proposes a method for the predictionofGPS data using Normalized Least-Mean-Square Algorithm (nlms) was used as application of adaptive filter.Fourdifferent scenarios were taken to predict the GPS data.Thefirst one was without blocking of data and the three others with blocking for (3, 6,...
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| Format: | Article |
| Language: | English |
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Unviversity of Technology- Iraq
2016-06-01
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| Series: | Engineering and Technology Journal |
| Subjects: | |
| Online Access: | https://etj.uotechnology.edu.iq/article_113127_8a963d0dfe28611fb6511702e0403dc0.pdf |
| _version_ | 1797325856832487424 |
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| author | Huda Jassim Mohammed Muhamm A. R. Yass Sameir Abdul-kaliq Abdul-aziez |
| author_facet | Huda Jassim Mohammed Muhamm A. R. Yass Sameir Abdul-kaliq Abdul-aziez |
| author_sort | Huda Jassim Mohammed |
| collection | DOAJ |
| description | This paper proposes a method for the predictionofGPS data using Normalized Least-Mean-Square Algorithm (nlms) was used as application of adaptive filter.Fourdifferent scenarios were taken to predict the GPS data.Thefirst one was without blocking of data and the three others with blocking for (3, 6, and10 seconds,respectively), with implementation in MATLAB. The prediction process of the GPS receivers is required for different reasons, such as maneuvering, founding obstacles, and also the time of booting may be too long due to the difficulty inobtaining the satellite’s position,hencein such casesone can use the GPS prediction data in order to solve these problemsand reduce the booting time and avoid losing of the GPSdata for any reason. |
| first_indexed | 2024-03-08T06:15:24Z |
| format | Article |
| id | doaj.art-40e9fb54d5e249b98778dd370cae9fe1 |
| institution | Directory Open Access Journal |
| issn | 1681-6900 2412-0758 |
| language | English |
| last_indexed | 2024-03-08T06:15:24Z |
| publishDate | 2016-06-01 |
| publisher | Unviversity of Technology- Iraq |
| record_format | Article |
| series | Engineering and Technology Journal |
| spelling | doaj.art-40e9fb54d5e249b98778dd370cae9fe12024-02-04T17:27:42ZengUnviversity of Technology- IraqEngineering and Technology Journal1681-69002412-07582016-06-01346A10581068https://doi.org/10.30684/etj.34.6A.3113127NLMS Adaptive Filter Algorithm Method for GPS Data PredictionHuda Jassim MohammedMuhamm A. R. YassSameir Abdul-kaliq Abdul-aziezThis paper proposes a method for the predictionofGPS data using Normalized Least-Mean-Square Algorithm (nlms) was used as application of adaptive filter.Fourdifferent scenarios were taken to predict the GPS data.Thefirst one was without blocking of data and the three others with blocking for (3, 6, and10 seconds,respectively), with implementation in MATLAB. The prediction process of the GPS receivers is required for different reasons, such as maneuvering, founding obstacles, and also the time of booting may be too long due to the difficulty inobtaining the satellite’s position,hencein such casesone can use the GPS prediction data in order to solve these problemsand reduce the booting time and avoid losing of the GPSdata for any reason.https://etj.uotechnology.edu.iq/article_113127_8a963d0dfe28611fb6511702e0403dc0.pdfnlmsgpsdatapredictionadaptive filterblocking |
| spellingShingle | Huda Jassim Mohammed Muhamm A. R. Yass Sameir Abdul-kaliq Abdul-aziez NLMS Adaptive Filter Algorithm Method for GPS Data Prediction Engineering and Technology Journal nlms gpsdata prediction adaptive filter blocking |
| title | NLMS Adaptive Filter Algorithm Method for GPS Data Prediction |
| title_full | NLMS Adaptive Filter Algorithm Method for GPS Data Prediction |
| title_fullStr | NLMS Adaptive Filter Algorithm Method for GPS Data Prediction |
| title_full_unstemmed | NLMS Adaptive Filter Algorithm Method for GPS Data Prediction |
| title_short | NLMS Adaptive Filter Algorithm Method for GPS Data Prediction |
| title_sort | nlms adaptive filter algorithm method for gps data prediction |
| topic | nlms gpsdata prediction adaptive filter blocking |
| url | https://etj.uotechnology.edu.iq/article_113127_8a963d0dfe28611fb6511702e0403dc0.pdf |
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