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Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna

This study considers Rao test and Wald test for adaptive detection based on a diversely polarized antenna (DPA) in partially homogeneous environment. The theoretical expressions for the probability of false alarm and detection are derived, and constant false alarm rate (CFAR) behaviour is remarked o...

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Detalles Bibliográficos
Autores principales: Zhang, Chaozhu, Zhang, Jing, Liu, Chengyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3791668/
https://www.ncbi.nlm.nih.gov/pubmed/24174914
http://dx.doi.org/10.1155/2013/369103
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author Zhang, Chaozhu
Zhang, Jing
Liu, Chengyuan
author_facet Zhang, Chaozhu
Zhang, Jing
Liu, Chengyuan
author_sort Zhang, Chaozhu
collection PubMed
description This study considers Rao test and Wald test for adaptive detection based on a diversely polarized antenna (DPA) in partially homogeneous environment. The theoretical expressions for the probability of false alarm and detection are derived, and constant false alarm rate (CFAR) behaviour is remarked on. Furthermore, the monotonicities of detection probability of the two detectors are proved, and a polarization optimization detection algorithm to enhance the detection performance is proposed. The numerical simulations are conducted to attest to the validity of the above theoretical analysis and illustrate the improvement in the detection performance of the proposed optimization algorithm.
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spelling pubmed-37916682013-10-30 Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna Zhang, Chaozhu Zhang, Jing Liu, Chengyuan ScientificWorldJournal Research Article This study considers Rao test and Wald test for adaptive detection based on a diversely polarized antenna (DPA) in partially homogeneous environment. The theoretical expressions for the probability of false alarm and detection are derived, and constant false alarm rate (CFAR) behaviour is remarked on. Furthermore, the monotonicities of detection probability of the two detectors are proved, and a polarization optimization detection algorithm to enhance the detection performance is proposed. The numerical simulations are conducted to attest to the validity of the above theoretical analysis and illustrate the improvement in the detection performance of the proposed optimization algorithm. Hindawi Publishing Corporation 2013-09-18 /pmc/articles/PMC3791668/ /pubmed/24174914 http://dx.doi.org/10.1155/2013/369103 Text en Copyright © 2013 Chaozhu Zhang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhang, Chaozhu
Zhang, Jing
Liu, Chengyuan
Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title_full Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title_fullStr Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title_full_unstemmed Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title_short Rao and Wald Tests for Adaptive Detection in Partially Homogeneous Environment with a Diversely Polarized Antenna
title_sort rao and wald tests for adaptive detection in partially homogeneous environment with a diversely polarized antenna
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3791668/
https://www.ncbi.nlm.nih.gov/pubmed/24174914
http://dx.doi.org/10.1155/2013/369103
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