Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783441294723383296 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6679248 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT panxi lowcomplexitytimedomainrangingalgorithmwithfmcwsensors AT xiangchengyong lowcomplexitytimedomainrangingalgorithmwithfmcwsensors AT liushouliang lowcomplexitytimedomainrangingalgorithmwithfmcwsensors AT yanshuo lowcomplexitytimedomainrangingalgorithmwithfmcwsensors |