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Cooperative Fusion Based Passive Multistatic Radar Detection

Passive multistatic radars have gained a lot of interest in recent years as they offer many benefits contrary to conventional radars. Here in this research, our aim is detection of target in a passive multistatic radar system. The system contains a single transmitter and multiple spatially distribut...

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Autores principales: Asif, Asma, Kandeepan, Sithamparanathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125025/
https://www.ncbi.nlm.nih.gov/pubmed/34063129
http://dx.doi.org/10.3390/s21093209
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author Asif, Asma
Kandeepan, Sithamparanathan
author_facet Asif, Asma
Kandeepan, Sithamparanathan
author_sort Asif, Asma
collection PubMed
description Passive multistatic radars have gained a lot of interest in recent years as they offer many benefits contrary to conventional radars. Here in this research, our aim is detection of target in a passive multistatic radar system. The system contains a single transmitter and multiple spatially distributed receivers comprised of both the surveillance and reference antennas. The system consists of two main parts: 1. Local receiver, and 2. Fusion center. Each local receiver detects the signal, processes it, and passes the information to the fusion center for final detection. To take the advantage of spatial diversity, we apply major fusion techniques consisting of hard fusion and soft fusion for the case of multistatic passive radars. Hard fusion techniques are analyzed for the case of different local radar detectors. In terms of soft fusion, a blind technique called equal gain soft fusion technique with random matrix theory-based local detector is analytically and theoretically analyzed under null hypothesis along with the calculation of detection threshold. Furthermore, six novel random matrix theory-based soft fusion techniques are proposed. All the techniques are blind in nature and hence do not require any knowledge of transmitted signal or channel information. Simulation results illustrate that proposed fusion techniques increase detection performance to a reasonable extent compared to other blind fusion techniques.
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spelling pubmed-81250252021-05-17 Cooperative Fusion Based Passive Multistatic Radar Detection Asif, Asma Kandeepan, Sithamparanathan Sensors (Basel) Article Passive multistatic radars have gained a lot of interest in recent years as they offer many benefits contrary to conventional radars. Here in this research, our aim is detection of target in a passive multistatic radar system. The system contains a single transmitter and multiple spatially distributed receivers comprised of both the surveillance and reference antennas. The system consists of two main parts: 1. Local receiver, and 2. Fusion center. Each local receiver detects the signal, processes it, and passes the information to the fusion center for final detection. To take the advantage of spatial diversity, we apply major fusion techniques consisting of hard fusion and soft fusion for the case of multistatic passive radars. Hard fusion techniques are analyzed for the case of different local radar detectors. In terms of soft fusion, a blind technique called equal gain soft fusion technique with random matrix theory-based local detector is analytically and theoretically analyzed under null hypothesis along with the calculation of detection threshold. Furthermore, six novel random matrix theory-based soft fusion techniques are proposed. All the techniques are blind in nature and hence do not require any knowledge of transmitted signal or channel information. Simulation results illustrate that proposed fusion techniques increase detection performance to a reasonable extent compared to other blind fusion techniques. MDPI 2021-05-05 /pmc/articles/PMC8125025/ /pubmed/34063129 http://dx.doi.org/10.3390/s21093209 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Asif, Asma
Kandeepan, Sithamparanathan
Cooperative Fusion Based Passive Multistatic Radar Detection
title Cooperative Fusion Based Passive Multistatic Radar Detection
title_full Cooperative Fusion Based Passive Multistatic Radar Detection
title_fullStr Cooperative Fusion Based Passive Multistatic Radar Detection
title_full_unstemmed Cooperative Fusion Based Passive Multistatic Radar Detection
title_short Cooperative Fusion Based Passive Multistatic Radar Detection
title_sort cooperative fusion based passive multistatic radar detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125025/
https://www.ncbi.nlm.nih.gov/pubmed/34063129
http://dx.doi.org/10.3390/s21093209
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