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Permutation tests for nonparametric detection
Cita
González García, José Enrique 
ORCID: https://orcid.org/0000-0001-8816-3741, Sanz González, José Luis ORCID: https://orcid.org/0000-0001-8046-6596 and Álvarez Vaquero, Francisco
(2012).
Permutation tests for nonparametric detection.
"Signal Processing", v. 92
(n. 11);
pp. 2633-2642.
ISSN 0165-1684.
https://doi.org/10.1016/j.sigpro.2012.04.009.
ORCID: https://orcid.org/0000-0001-8816-3741, Sanz González, José Luis ORCID: https://orcid.org/0000-0001-8046-6596 and Álvarez Vaquero, Francisco
(2012).
Permutation tests for nonparametric detection.
"Signal Processing", v. 92
(n. 11);
pp. 2633-2642.
ISSN 0165-1684.
https://doi.org/10.1016/j.sigpro.2012.04.009.
Descripción
| Título: | Permutation tests for nonparametric detection |
|---|---|
| Autor/es: |
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| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | Signal Processing |
| Fecha: | Noviembre 2012 |
| ISSN: | 0165-1684 |
| Volumen: | 92 |
| Número: | 11 |
| Materias: | |
| ODS: | |
| Escuela: | E.U.I.T. Telecomunicación (UPM) [antigua denominación] |
| Departamento: | Ingeniería Audiovisual y Comunicaciones |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
In this paper, the authors provide a methodology to design nonparametric permutation tests and, in particular, nonparametric rank tests for applications in detection. In the first part of the paper, the authors develop the optimization theory of both permutation and rank tests in the Neyman?Pearson sense; in the second part of the paper, they carry out a comparative performance analysis of the permutation and rank tests (detectors) against the parametric ones in radar applications.
First, a brief review of some contributions on nonparametric tests is realized. Then, the optimum permutation and rank tests are derived. Finally, a performance analysis is realized by Monte-Carlo simulations for the corresponding detectors, and the results are shown in curves of detection probability versus signal-to-noise ratio
Más información
| ID de Registro: | 16828 |
|---|---|
| Identificador DC: | https://oa.upm.es/16828/ |
| Identificador OAI: | oai:oa.upm.es:16828 |
| URL Portal Científico: | https://portalcientifico.upm.es/es/ipublic/item/583858 |
| Identificador DOI: | 10.1016/j.sigpro.2012.04.009 |
| URL Oficial: | http://www.sciencedirect.com/science/article/pii/S... |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 18 Nov 2013 20:19 |
| Ultima Modificación: | 12 Nov 2025 00:00 |
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