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A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System
The accuracy of target distance obtained by a frequency modulated continuous wave (FMCW) laser ranging system is often affected by factors such as white Gaussian noise (WGN), spectrum leakage, and the picket fence effect. There are some traditional spectrum correction algorithms to solve the problem...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347403/ https://www.ncbi.nlm.nih.gov/pubmed/34372299 http://dx.doi.org/10.3390/s21155057 |
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author | Hao, Yi Song, Ping Wang, Xuanquan Pan, Zhikang |
author_facet | Hao, Yi Song, Ping Wang, Xuanquan Pan, Zhikang |
author_sort | Hao, Yi |
collection | PubMed |
description | The accuracy of target distance obtained by a frequency modulated continuous wave (FMCW) laser ranging system is often affected by factors such as white Gaussian noise (WGN), spectrum leakage, and the picket fence effect. There are some traditional spectrum correction algorithms to solve the problem above, but the results are unsatisfactory. In this article, a decomposition filtering-based dual-window correction (DFBDWC) algorithm is proposed to alleviate the problem caused by these factors. This algorithm reduces the influence of these factors by utilizing a decomposition filtering, dual-window in time domain and two phase values of spectral peak in the frequency domain, respectively. With the comparison of DFBDWC and these traditional algorithms in simulation and experiment on a built platform, the results show a superior performance of DFBDWC based on this platform. The maximum absolute error of target distance calculated by this algorithm is reduced from 0.7937 m of discrete Fourier transform (DFT) algorithm to 0.0407 m, which is the best among all mentioned spectrum correction algorithms. A high performance FMCW laser ranging system can be realized with the proposed algorithm, which has attractive potential in a wide scope of applications. |
format | Online Article Text |
id | pubmed-8347403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83474032021-08-08 A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System Hao, Yi Song, Ping Wang, Xuanquan Pan, Zhikang Sensors (Basel) Article The accuracy of target distance obtained by a frequency modulated continuous wave (FMCW) laser ranging system is often affected by factors such as white Gaussian noise (WGN), spectrum leakage, and the picket fence effect. There are some traditional spectrum correction algorithms to solve the problem above, but the results are unsatisfactory. In this article, a decomposition filtering-based dual-window correction (DFBDWC) algorithm is proposed to alleviate the problem caused by these factors. This algorithm reduces the influence of these factors by utilizing a decomposition filtering, dual-window in time domain and two phase values of spectral peak in the frequency domain, respectively. With the comparison of DFBDWC and these traditional algorithms in simulation and experiment on a built platform, the results show a superior performance of DFBDWC based on this platform. The maximum absolute error of target distance calculated by this algorithm is reduced from 0.7937 m of discrete Fourier transform (DFT) algorithm to 0.0407 m, which is the best among all mentioned spectrum correction algorithms. A high performance FMCW laser ranging system can be realized with the proposed algorithm, which has attractive potential in a wide scope of applications. MDPI 2021-07-26 /pmc/articles/PMC8347403/ /pubmed/34372299 http://dx.doi.org/10.3390/s21155057 Text en © 2021 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 Hao, Yi Song, Ping Wang, Xuanquan Pan, Zhikang A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title | A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title_full | A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title_fullStr | A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title_full_unstemmed | A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title_short | A Spectrum Correction Algorithm Based on Beat Signal of FMCW Laser Ranging System |
title_sort | spectrum correction algorithm based on beat signal of fmcw laser ranging system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347403/ https://www.ncbi.nlm.nih.gov/pubmed/34372299 http://dx.doi.org/10.3390/s21155057 |
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