Target Acceleration Estimation in Active and Passive Radars
Flying targets are becoming increasingly maneuverable, contributing to the growing problem of their detection with active and passive radars. Rapid acceleration causes blurring of the target echo on the range-Doppler (RD) map, which reduces the signal-to-noise ratio in a given range and velocity cel...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10265010/ |
| _version_ | 1797656252426223616 |
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| author | Karol Abratkiewicz Mateusz Malanowski Zbigniew Gajo |
| author_facet | Karol Abratkiewicz Mateusz Malanowski Zbigniew Gajo |
| author_sort | Karol Abratkiewicz |
| collection | DOAJ |
| description | Flying targets are becoming increasingly maneuverable, contributing to the growing problem of their detection with active and passive radars. Rapid acceleration causes blurring of the target echo on the range-Doppler (RD) map, which reduces the signal-to-noise ratio in a given range and velocity cell. This article proposes a novel, nonparametric approach to quickly and efficiently estimating target acceleration on the RD map. In this article, a universal signal model for an active frequency-modulated continuous wave radar and a passive radar is introduced. Based on this model, an estimation algorithm has been developed that can be applied to both active and passive radars. Compared with the method known from the literature, the proposed solution is much faster (even more than <inline-formula><tex-math notation="LaTeX">$\mathbf {100}$</tex-math></inline-formula> times) while maintaining numerical stability and allowing for the estimation of acceleration of many targets to be performed simultaneously. The proposed method was supported by simulation tests and signals from real-life active and passive radars observing a jet fighter and a drone. The obtained outcomes show that the proposed technique can be successfully used for autonomous real-time systems that detect and estimate the parameters of maneuvering vehicles. |
| first_indexed | 2024-03-11T17:26:40Z |
| format | Article |
| id | doaj.art-6ddf93557e32467e8a14c37e35e0e8eb |
| institution | Directory Open Access Journal |
| issn | 2151-1535 |
| language | English |
| last_indexed | 2024-03-11T17:26:40Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| spelling | doaj.art-6ddf93557e32467e8a14c37e35e0e8eb2023-10-18T23:00:17ZengIEEEIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2151-15352023-01-01169193920610.1109/JSTARS.2023.331982910265010Target Acceleration Estimation in Active and Passive RadarsKarol Abratkiewicz0https://orcid.org/0000-0002-5694-1294Mateusz Malanowski1https://orcid.org/0000-0001-8964-423XZbigniew Gajo2https://orcid.org/0000-0002-0614-7148Institute of Electronic Systems, Warsaw University of Technology, Warsaw, PolandInstitute of Electronic Systems, Warsaw University of Technology, Warsaw, PolandInstitute of Electronic Systems, Warsaw University of Technology, Warsaw, PolandFlying targets are becoming increasingly maneuverable, contributing to the growing problem of their detection with active and passive radars. Rapid acceleration causes blurring of the target echo on the range-Doppler (RD) map, which reduces the signal-to-noise ratio in a given range and velocity cell. This article proposes a novel, nonparametric approach to quickly and efficiently estimating target acceleration on the RD map. In this article, a universal signal model for an active frequency-modulated continuous wave radar and a passive radar is introduced. Based on this model, an estimation algorithm has been developed that can be applied to both active and passive radars. Compared with the method known from the literature, the proposed solution is much faster (even more than <inline-formula><tex-math notation="LaTeX">$\mathbf {100}$</tex-math></inline-formula> times) while maintaining numerical stability and allowing for the estimation of acceleration of many targets to be performed simultaneously. The proposed method was supported by simulation tests and signals from real-life active and passive radars observing a jet fighter and a drone. The obtained outcomes show that the proposed technique can be successfully used for autonomous real-time systems that detect and estimate the parameters of maneuvering vehicles.https://ieeexplore.ieee.org/document/10265010/Acceleration estimationactive radarpassive radarradar remote sensingtarget detection |
| spellingShingle | Karol Abratkiewicz Mateusz Malanowski Zbigniew Gajo Target Acceleration Estimation in Active and Passive Radars IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Acceleration estimation active radar passive radar radar remote sensing target detection |
| title | Target Acceleration Estimation in Active and Passive Radars |
| title_full | Target Acceleration Estimation in Active and Passive Radars |
| title_fullStr | Target Acceleration Estimation in Active and Passive Radars |
| title_full_unstemmed | Target Acceleration Estimation in Active and Passive Radars |
| title_short | Target Acceleration Estimation in Active and Passive Radars |
| title_sort | target acceleration estimation in active and passive radars |
| topic | Acceleration estimation active radar passive radar radar remote sensing target detection |
| url | https://ieeexplore.ieee.org/document/10265010/ |
| work_keys_str_mv | AT karolabratkiewicz targetaccelerationestimationinactiveandpassiveradars AT mateuszmalanowski targetaccelerationestimationinactiveandpassiveradars AT zbigniewgajo targetaccelerationestimationinactiveandpassiveradars |