Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Permutation tests for nonparametric detection
Year:2012
Research Areas
  • Electronic technology and of the communications
Information
Abstract
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
International
Si
JCR
Si
Title
Signal Processing
ISBN
0165-1684
Impact factor JCR
1,567
Impact info
Volume
92
Journal number
11
From page
2633
To page
2642
Month
NOVIEMBRE
Ranking
Participants
  • Autor: Jose Enrique Gonzalez Garcia (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: DIEMAG: Desarrollo e Investigación Electromagnética
  • Departamento: Ingeniería Audiovisual y Comunicaciones
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