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Spatial Information-Theoretic Optimal LPI Radar Waveform Design
In this paper, the design of low probability of intercept (LPI) radar waveforms considers not only the performance of passive interception systems (PISs), but also radar detection and resolution performance. Waveform design is an important considerations for the LPI ability of radar. Since informati...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689462/ https://www.ncbi.nlm.nih.gov/pubmed/36359607 http://dx.doi.org/10.3390/e24111515 |
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author | Chen, Jun Wang, Jie Zhang, Yidong Wang, Fei Zhou, Jianjiang |
author_facet | Chen, Jun Wang, Jie Zhang, Yidong Wang, Fei Zhou, Jianjiang |
author_sort | Chen, Jun |
collection | PubMed |
description | In this paper, the design of low probability of intercept (LPI) radar waveforms considers not only the performance of passive interception systems (PISs), but also radar detection and resolution performance. Waveform design is an important considerations for the LPI ability of radar. Since information theory has a powerful performance-bound description ability from the perspective of information flow, LPI waveforms are designed in this paper within the constraints of the detection performance metrics of radar and PISs, both of which are measured by the Kullback–Leibler divergence, and the resolution performance metric, which is measured by joint entropy. The designed optimization model of LPI waveforms can be solved using the sequential quadratic programming (SQP) method. Simulation results verify that the designed LPI waveforms not only have satisfactory target-detecting and resolution performance, but also have a superior low interception performance against PISs. |
format | Online Article Text |
id | pubmed-9689462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96894622022-11-25 Spatial Information-Theoretic Optimal LPI Radar Waveform Design Chen, Jun Wang, Jie Zhang, Yidong Wang, Fei Zhou, Jianjiang Entropy (Basel) Communication In this paper, the design of low probability of intercept (LPI) radar waveforms considers not only the performance of passive interception systems (PISs), but also radar detection and resolution performance. Waveform design is an important considerations for the LPI ability of radar. Since information theory has a powerful performance-bound description ability from the perspective of information flow, LPI waveforms are designed in this paper within the constraints of the detection performance metrics of radar and PISs, both of which are measured by the Kullback–Leibler divergence, and the resolution performance metric, which is measured by joint entropy. The designed optimization model of LPI waveforms can be solved using the sequential quadratic programming (SQP) method. Simulation results verify that the designed LPI waveforms not only have satisfactory target-detecting and resolution performance, but also have a superior low interception performance against PISs. MDPI 2022-10-24 /pmc/articles/PMC9689462/ /pubmed/36359607 http://dx.doi.org/10.3390/e24111515 Text en © 2022 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 | Communication Chen, Jun Wang, Jie Zhang, Yidong Wang, Fei Zhou, Jianjiang Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title | Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title_full | Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title_fullStr | Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title_full_unstemmed | Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title_short | Spatial Information-Theoretic Optimal LPI Radar Waveform Design |
title_sort | spatial information-theoretic optimal lpi radar waveform design |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689462/ https://www.ncbi.nlm.nih.gov/pubmed/36359607 http://dx.doi.org/10.3390/e24111515 |
work_keys_str_mv | AT chenjun spatialinformationtheoreticoptimallpiradarwaveformdesign AT wangjie spatialinformationtheoreticoptimallpiradarwaveformdesign AT zhangyidong spatialinformationtheoreticoptimallpiradarwaveformdesign AT wangfei spatialinformationtheoreticoptimallpiradarwaveformdesign AT zhoujianjiang spatialinformationtheoreticoptimallpiradarwaveformdesign |