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Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors

A time-domain ranging algorithm is proposed for a frequency-modulated continuous wave (FMCW) short-range radar sensor with high accuracy and low complexity. The proposed algorithm estimates the distance by calculating the ratio of the beat frequency signal to its derivative and thereby eliminates th...

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Detalles Bibliográficos
Autores principales: Pan, Xi, Xiang, Chengyong, Liu, Shouliang, Yan, Shuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679248/
https://www.ncbi.nlm.nih.gov/pubmed/31330939
http://dx.doi.org/10.3390/s19143176
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author Pan, Xi
Xiang, Chengyong
Liu, Shouliang
Yan, Shuo
author_facet Pan, Xi
Xiang, Chengyong
Liu, Shouliang
Yan, Shuo
author_sort Pan, Xi
collection PubMed
description A time-domain ranging algorithm is proposed for a frequency-modulated continuous wave (FMCW) short-range radar sensor with high accuracy and low complexity. The proposed algorithm estimates the distance by calculating the ratio of the beat frequency signal to its derivative and thereby eliminates the restriction of frequency bandwidth on ranging accuracy. Meanwhile, we provide error analysis of the proposed algorithm under different distances, integral lengths, relative velocities, and signal-to-noise ratios (SNRs). Finally, we fabricate FMCW sensor prototype and construct a measurement system. Testing results demonstrate that the proposed time-domain algorithm could achieve range error within 0.8 m. Compared with the conventional fast Fourier transform (FFT) estimation scheme, the proposed method performs ranging without the requirement of complex multiplications, which makes it reasonable to be implemented in real-time and low-cost systems.
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spelling pubmed-66792482019-08-19 Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors Pan, Xi Xiang, Chengyong Liu, Shouliang Yan, Shuo Sensors (Basel) Article A time-domain ranging algorithm is proposed for a frequency-modulated continuous wave (FMCW) short-range radar sensor with high accuracy and low complexity. The proposed algorithm estimates the distance by calculating the ratio of the beat frequency signal to its derivative and thereby eliminates the restriction of frequency bandwidth on ranging accuracy. Meanwhile, we provide error analysis of the proposed algorithm under different distances, integral lengths, relative velocities, and signal-to-noise ratios (SNRs). Finally, we fabricate FMCW sensor prototype and construct a measurement system. Testing results demonstrate that the proposed time-domain algorithm could achieve range error within 0.8 m. Compared with the conventional fast Fourier transform (FFT) estimation scheme, the proposed method performs ranging without the requirement of complex multiplications, which makes it reasonable to be implemented in real-time and low-cost systems. MDPI 2019-07-19 /pmc/articles/PMC6679248/ /pubmed/31330939 http://dx.doi.org/10.3390/s19143176 Text en © 2019 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
Pan, Xi
Xiang, Chengyong
Liu, Shouliang
Yan, Shuo
Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title_full Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title_fullStr Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title_full_unstemmed Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title_short Low-Complexity Time-Domain Ranging Algorithm with FMCW Sensors
title_sort low-complexity time-domain ranging algorithm with fmcw sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679248/
https://www.ncbi.nlm.nih.gov/pubmed/31330939
http://dx.doi.org/10.3390/s19143176
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