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Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar

In the context of all-digital radar systems, phase-modulated continuous wave (PMCW) based on pseudorandom binary sequences (PRBSs) appears to be a prominent candidate modulation scheme for applications such as autonomous driving. Among the reasons for its candidacy are its simplified transmitter arc...

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Autores principales: Giroto de Oliveira, Lucas, Antes, Theresa, Nuss, Benjamin, Bekker, Elizabeth, Bhutani, Akanksha, Diewald, Axel, Alabd, Mohamad Basim, Li, Yueheng, Pauli, Mario, Zwick, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104393/
https://www.ncbi.nlm.nih.gov/pubmed/35590905
http://dx.doi.org/10.3390/s22093212
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author Giroto de Oliveira, Lucas
Antes, Theresa
Nuss, Benjamin
Bekker, Elizabeth
Bhutani, Akanksha
Diewald, Axel
Alabd, Mohamad Basim
Li, Yueheng
Pauli, Mario
Zwick, Thomas
author_facet Giroto de Oliveira, Lucas
Antes, Theresa
Nuss, Benjamin
Bekker, Elizabeth
Bhutani, Akanksha
Diewald, Axel
Alabd, Mohamad Basim
Li, Yueheng
Pauli, Mario
Zwick, Thomas
author_sort Giroto de Oliveira, Lucas
collection PubMed
description In the context of all-digital radar systems, phase-modulated continuous wave (PMCW) based on pseudorandom binary sequences (PRBSs) appears to be a prominent candidate modulation scheme for applications such as autonomous driving. Among the reasons for its candidacy are its simplified transmitter architecture and lower linearity requirements (e.g., compared to orthogonal-frequency division multiplexing radars), as well as its high velocity unambiguity and multiple-input multiple-output operation capability, all of which are characteristic of digital radars. For appropriate operation of a PMCW radar, choosing a PRBS whose periodic autocorrelation function (PACF) has low sidelobes and high robustness to Doppler shifts is paramount. In this sense, this article performs an analysis of Doppler shift tolerance of the PACFs of typically adopted PRBSs in PMCW radar systems supported by simulation and measurement results. To accurately measure the Doppler-shift-induced degradation of PACFs, peak power loss ratio (PPLR), peak sidelobe level ratio (PSLR), and integrated-sidelobe level ratio (ISLR) were used as metrics. Furthermore, to account for effects on targets whose ranges are not multiples of the range resolution, oversampled PACFs are analyzed.
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spelling pubmed-91043932022-05-14 Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar Giroto de Oliveira, Lucas Antes, Theresa Nuss, Benjamin Bekker, Elizabeth Bhutani, Akanksha Diewald, Axel Alabd, Mohamad Basim Li, Yueheng Pauli, Mario Zwick, Thomas Sensors (Basel) Article In the context of all-digital radar systems, phase-modulated continuous wave (PMCW) based on pseudorandom binary sequences (PRBSs) appears to be a prominent candidate modulation scheme for applications such as autonomous driving. Among the reasons for its candidacy are its simplified transmitter architecture and lower linearity requirements (e.g., compared to orthogonal-frequency division multiplexing radars), as well as its high velocity unambiguity and multiple-input multiple-output operation capability, all of which are characteristic of digital radars. For appropriate operation of a PMCW radar, choosing a PRBS whose periodic autocorrelation function (PACF) has low sidelobes and high robustness to Doppler shifts is paramount. In this sense, this article performs an analysis of Doppler shift tolerance of the PACFs of typically adopted PRBSs in PMCW radar systems supported by simulation and measurement results. To accurately measure the Doppler-shift-induced degradation of PACFs, peak power loss ratio (PPLR), peak sidelobe level ratio (PSLR), and integrated-sidelobe level ratio (ISLR) were used as metrics. Furthermore, to account for effects on targets whose ranges are not multiples of the range resolution, oversampled PACFs are analyzed. MDPI 2022-04-22 /pmc/articles/PMC9104393/ /pubmed/35590905 http://dx.doi.org/10.3390/s22093212 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 Article
Giroto de Oliveira, Lucas
Antes, Theresa
Nuss, Benjamin
Bekker, Elizabeth
Bhutani, Akanksha
Diewald, Axel
Alabd, Mohamad Basim
Li, Yueheng
Pauli, Mario
Zwick, Thomas
Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title_full Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title_fullStr Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title_full_unstemmed Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title_short Doppler Shift Tolerance of Typical Pseudorandom Binary Sequences in PMCW Radar
title_sort doppler shift tolerance of typical pseudorandom binary sequences in pmcw radar
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104393/
https://www.ncbi.nlm.nih.gov/pubmed/35590905
http://dx.doi.org/10.3390/s22093212
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