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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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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. |
format | Online Article Text |
id | pubmed-3791668 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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