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Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM

By repeatedly sampling, storing, and retransmitting parts of the radar signal, interrupted sampling repeater jamming (ISRJ) based on digital radio frequency memory (DRFM) can produce a train of secondary false targets symmetrical to the main false target, threatening to mislead or deceive the victim...

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Detalles Bibliográficos
Autores principales: Wang, Chaoyu, Hu, Wanwan, Geng, Zhe, Zhang, Jindong, Zhu, Daiyin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708827/
https://www.ncbi.nlm.nih.gov/pubmed/34960364
http://dx.doi.org/10.3390/s21248277
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author Wang, Chaoyu
Hu, Wanwan
Geng, Zhe
Zhang, Jindong
Zhu, Daiyin
author_facet Wang, Chaoyu
Hu, Wanwan
Geng, Zhe
Zhang, Jindong
Zhu, Daiyin
author_sort Wang, Chaoyu
collection PubMed
description By repeatedly sampling, storing, and retransmitting parts of the radar signal, interrupted sampling repeater jamming (ISRJ) based on digital radio frequency memory (DRFM) can produce a train of secondary false targets symmetrical to the main false target, threatening to mislead or deceive the victim radar system. This paper proposes a computationally-effective method to estimating the parameters for ISRJ by resorting to the framework of alternating direction method of multipliers (ADMM). Firstly, the analytical form of pulse compression is derived. Then, for the purpose of estimating the parameters of ISRJ, the original problem is transformed into a nonlinear integer optimization model with respect to a window vector. On this basis, the ADMM is introduced to decompose the nonlinear integer optimization model into a series of sub-problems to estimate the width and number of ISRJ’s sample slices. Finally, the numerical simulation results show that, compared with the traditional time-frequency (TF) method, the proposed method exhibits much better performance in accuracy and stability.
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spelling pubmed-87088272021-12-25 Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM Wang, Chaoyu Hu, Wanwan Geng, Zhe Zhang, Jindong Zhu, Daiyin Sensors (Basel) Article By repeatedly sampling, storing, and retransmitting parts of the radar signal, interrupted sampling repeater jamming (ISRJ) based on digital radio frequency memory (DRFM) can produce a train of secondary false targets symmetrical to the main false target, threatening to mislead or deceive the victim radar system. This paper proposes a computationally-effective method to estimating the parameters for ISRJ by resorting to the framework of alternating direction method of multipliers (ADMM). Firstly, the analytical form of pulse compression is derived. Then, for the purpose of estimating the parameters of ISRJ, the original problem is transformed into a nonlinear integer optimization model with respect to a window vector. On this basis, the ADMM is introduced to decompose the nonlinear integer optimization model into a series of sub-problems to estimate the width and number of ISRJ’s sample slices. Finally, the numerical simulation results show that, compared with the traditional time-frequency (TF) method, the proposed method exhibits much better performance in accuracy and stability. MDPI 2021-12-10 /pmc/articles/PMC8708827/ /pubmed/34960364 http://dx.doi.org/10.3390/s21248277 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
Wang, Chaoyu
Hu, Wanwan
Geng, Zhe
Zhang, Jindong
Zhu, Daiyin
Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title_full Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title_fullStr Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title_full_unstemmed Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title_short Parameter Estimation for Interrupted Sampling Repeater Jamming Based on ADMM
title_sort parameter estimation for interrupted sampling repeater jamming based on admm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708827/
https://www.ncbi.nlm.nih.gov/pubmed/34960364
http://dx.doi.org/10.3390/s21248277
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