Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters

Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters

Detalles Bibliográficos
Autores principales: Gato Martínez, Ismary, Machado Fernández, José Raúl, Jiménez Álvarez, Mónica
Formato: Online
Idioma:eng
Publicado: Universidad de Costa Rica 2017
Acceso en línea:https://revistas.ucr.ac.cr/index.php/ingenieria/article/view/21518
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spelling INGE215182020-08-11T16:04:19Z 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
institution Universidad de Costa Rica
collection Ingeniería
language eng
format Online
author Gato Martínez, Ismary
Machado Fernández, José Raúl
Jiménez Álvarez, Mónica
spellingShingle Gato Martínez, Ismary
Machado Fernández, José Raúl
Jiménez Álvarez, Mónica
Implementation of an Algorithm for the Estimation of the Sea Clutter Distribution and Parameters
author_facet Gato Martínez, Ismary
Machado Fernández, José Raúl
Jiménez Álvarez, Mónica
author_sort Gato Martínez, Ismary
title 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_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_sort implementation of an algorithm for the estimation of the sea clutter distribution and parameters
publisher Universidad de Costa Rica
publishDate 2017
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
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