Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters
Sea clutter is the main interfering signal in radar systems. In order to develop appropriate strategies for clutter suppression, an algorithm able to identify the distribution of radar readings becomes necessary. By using several popular methods found in the related literature, the authors design an...
Guardado en:
| Autores principales: | , , |
|---|---|
| Formato: | Online |
| Lenguaje: | eng |
| Publicado: |
Universidad de Costa Rica
2017
|
| Materias: | |
| Acceso en línea: | https://revistas.ucr.ac.cr/index.php/ingenieria/article/view/21518 |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1804238523130183680 |
|---|---|
| author | Gato Martínez, Ismary Machado Fernández, José Raúl Jiménez Álvarez, Mónica |
| author_facet | Gato Martínez, Ismary Machado Fernández, José Raúl Jiménez Álvarez, Mónica |
| author_sort | Gato Martínez, Ismary |
| collection | Revista Ingeniería (RI) |
| description | Sea clutter is the main interfering signal in radar systems. In order to develop appropriate strategies for clutter suppression, an algorithm able to identify the distribution of radar readings becomes necessary. By using several popular methods found in the related literature, the authors design an algorithm able to identify the clutter distribution and its corresponding parameters. The proposed solution, which included the widely used maximum likelihood method and the Kolmogorov-Smirnov statistic test, was implemented in a software application with an intuitive graphical interface. As a result, a viable instance of the algorithm became available for educational and research purposes, particularly as a comparative base for estimating the effect of the size increase in the sample set when estimating the probability distribution. |
| first_indexed | 2024-07-10T23:59:00Z |
| format | Online |
| id | INII-RI-article-21518 |
| institution | Instituto de Investigaciones en Ingeniería (INII) |
| language | eng |
| last_indexed | 2024-07-10T23:59:00Z |
| publishDate | 2017 |
| publisher | Universidad de Costa Rica |
| record_format | ojs |
| spelling | INII-RI-article-215182020-08-11T16:04:19Z Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters Gato Martínez, Ismary Machado Fernández, José Raúl Jiménez Álvarez, Mónica sea clutter estimation of probability distributions Maximum Likelihood Kolmogorov-Smirnov Sea clutter is the main interfering signal in radar systems. In order to develop appropriate strategies for clutter suppression, an algorithm able to identify the distribution of radar readings becomes necessary. By using several popular methods found in the related literature, the authors design an algorithm able to identify the clutter distribution and its corresponding parameters. The proposed solution, which included the widely used maximum likelihood method and the Kolmogorov-Smirnov statistic test, was implemented in a software application with an intuitive graphical interface. As a result, a viable instance of the algorithm became available for educational and research purposes, particularly as a comparative base for estimating the effect of the size increase in the sample set when estimating the probability distribution. Universidad de Costa Rica 2017-01-19 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Article Artículo application/pdf https://revistas.ucr.ac.cr/index.php/ingenieria/article/view/21518 10.15517/jte.v26i2.21518 Ingeniería; Vol. 26 No. 2 (2016): July-December 2016; 65-77 Ingeniería; Vol. 26 Núm. 2 (2016): Julio-Diciembre 2016; 65-77 Ingeniería; Vol. 26 N.º 2 (2016): Julio-Diciembre 2016; 65-77 2215-2652 1409-2441 eng https://revistas.ucr.ac.cr/index.php/ingenieria/article/view/21518/27977 Derechos de autor 2017 José Raúl Machado Fernández, Ismary Gato Martínez |
| spellingShingle | sea clutter estimation of probability distributions Maximum Likelihood Kolmogorov-Smirnov Gato Martínez, Ismary Machado Fernández, José Raúl Jiménez Álvarez, Mónica Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title | Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title_full | Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title_fullStr | Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title_full_unstemmed | Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title_short | Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters |
| title_sort | implementation of an algorithm for the estimation of the sea clutter distribution and parameters |
| topic | sea clutter estimation of probability distributions Maximum Likelihood Kolmogorov-Smirnov |
| topic_facet | sea clutter estimation of probability distributions Maximum Likelihood Kolmogorov-Smirnov |
| url | https://revistas.ucr.ac.cr/index.php/ingenieria/article/view/21518 |
| work_keys_str_mv | AT gatomartinezismary implementationofanalgorithmfortheestimationoftheseaclutterdistributionandparameters AT machadofernandezjoseraul implementationofanalgorithmfortheestimationoftheseaclutterdistributionandparameters AT jimenezalvarezmonica implementationofanalgorithmfortheestimationoftheseaclutterdistributionandparameters |