Cargando…
A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum
Research in passive radar has moved its focus towards passive radar on moving platforms in recent years with the purpose of moving target indication and ground imaging via synthetic aperture radar. This is also fostered by the progress in hardware miniaturization, which alleviates the installation o...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795553/ https://www.ncbi.nlm.nih.gov/pubmed/33374426 http://dx.doi.org/10.3390/s21010069 |
_version_ | 1783634472084701184 |
---|---|
author | Wojaczek, Philipp Cristallini, Diego O’Hagan, Daniel W. Colone, Fabiola Blasone, Giovanni Paolo Lombardo, Pierfrancesco |
author_facet | Wojaczek, Philipp Cristallini, Diego O’Hagan, Daniel W. Colone, Fabiola Blasone, Giovanni Paolo Lombardo, Pierfrancesco |
author_sort | Wojaczek, Philipp |
collection | PubMed |
description | Research in passive radar has moved its focus towards passive radar on moving platforms in recent years with the purpose of moving target indication and ground imaging via synthetic aperture radar. This is also fostered by the progress in hardware miniaturization, which alleviates the installation of the required hardware on moving platforms. Terrestrial transmitters, commonly known as illuminators of opportunity in the passive radar community, usually emit the signals in the Very High Frequency (VHF) or Ultra High Frequency (UHF) band. Due to the long wavelengths of the VHF/UHF band, there are constraints on the size of the used antenna elements, and therefore, the number of antenna elements to be employed is limited, especially as the platform carrying the passive radar system is intended to be small, potentially even an unmanned aerial vehicle. In order to detect moving targets hidden by Doppler shifted clutter returns, one common approach is to suppress the clutter returns by applying clutter suppression techniques that rely on spatial and temporal degrees of freedom, such as Displaced Phase Center Antenna (DPCA) or Space-Time Adaptive Processing. It has been shown that the DPCA approach is a meaningful technique to suppress the clutter if two antenna elements are employed. However, if the employed receiving channels are not carefully calibrated, the clutter suppression is shown to be not effective. Here, we suggest a three-stage calibration technique in order to perform the calibration of two receiving channels, which involves the exploitation of the direct signal, a data-adaptive amplitude calibration, and finally, a data-adaptive calibration of phase mismatches between both receiving channels by the estimation of the Minimum Variance Power Spectrum of the clutter. The validity of the proposed approach is shown with simulated data and demonstrated on real data from a fast ground moving platform, showing improved clutter cancellation capabilities. |
format | Online Article Text |
id | pubmed-7795553 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77955532021-01-10 A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum Wojaczek, Philipp Cristallini, Diego O’Hagan, Daniel W. Colone, Fabiola Blasone, Giovanni Paolo Lombardo, Pierfrancesco Sensors (Basel) Article Research in passive radar has moved its focus towards passive radar on moving platforms in recent years with the purpose of moving target indication and ground imaging via synthetic aperture radar. This is also fostered by the progress in hardware miniaturization, which alleviates the installation of the required hardware on moving platforms. Terrestrial transmitters, commonly known as illuminators of opportunity in the passive radar community, usually emit the signals in the Very High Frequency (VHF) or Ultra High Frequency (UHF) band. Due to the long wavelengths of the VHF/UHF band, there are constraints on the size of the used antenna elements, and therefore, the number of antenna elements to be employed is limited, especially as the platform carrying the passive radar system is intended to be small, potentially even an unmanned aerial vehicle. In order to detect moving targets hidden by Doppler shifted clutter returns, one common approach is to suppress the clutter returns by applying clutter suppression techniques that rely on spatial and temporal degrees of freedom, such as Displaced Phase Center Antenna (DPCA) or Space-Time Adaptive Processing. It has been shown that the DPCA approach is a meaningful technique to suppress the clutter if two antenna elements are employed. However, if the employed receiving channels are not carefully calibrated, the clutter suppression is shown to be not effective. Here, we suggest a three-stage calibration technique in order to perform the calibration of two receiving channels, which involves the exploitation of the direct signal, a data-adaptive amplitude calibration, and finally, a data-adaptive calibration of phase mismatches between both receiving channels by the estimation of the Minimum Variance Power Spectrum of the clutter. The validity of the proposed approach is shown with simulated data and demonstrated on real data from a fast ground moving platform, showing improved clutter cancellation capabilities. MDPI 2020-12-24 /pmc/articles/PMC7795553/ /pubmed/33374426 http://dx.doi.org/10.3390/s21010069 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wojaczek, Philipp Cristallini, Diego O’Hagan, Daniel W. Colone, Fabiola Blasone, Giovanni Paolo Lombardo, Pierfrancesco A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title | A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title_full | A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title_fullStr | A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title_full_unstemmed | A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title_short | A Three-Stage Inter-Channel Calibration Approach for Passive Radar on Moving Platforms Exploiting the Minimum Variance Power Spectrum |
title_sort | three-stage inter-channel calibration approach for passive radar on moving platforms exploiting the minimum variance power spectrum |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795553/ https://www.ncbi.nlm.nih.gov/pubmed/33374426 http://dx.doi.org/10.3390/s21010069 |
work_keys_str_mv | AT wojaczekphilipp athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT cristallinidiego athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT ohagandanielw athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT colonefabiola athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT blasonegiovannipaolo athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT lombardopierfrancesco athreestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT wojaczekphilipp threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT cristallinidiego threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT ohagandanielw threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT colonefabiola threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT blasonegiovannipaolo threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum AT lombardopierfrancesco threestageinterchannelcalibrationapproachforpassiveradaronmovingplatformsexploitingtheminimumvariancepowerspectrum |