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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8708827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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