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Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction

During the automatic driving of a vehicle, the vehicle’s positional information is important for vehicle driving control. If fixed-point land markers such as magnetic markers are used, the vehicle’s current position error can be calculated only when a marker is detected while driving, and this error...

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Autores principales: Byun, Yeun Sub, Jeong, Rag Gyo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706294/
https://www.ncbi.nlm.nih.gov/pubmed/34960365
http://dx.doi.org/10.3390/s21248274
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author Byun, Yeun Sub
Jeong, Rag Gyo
author_facet Byun, Yeun Sub
Jeong, Rag Gyo
author_sort Byun, Yeun Sub
collection PubMed
description During the automatic driving of a vehicle, the vehicle’s positional information is important for vehicle driving control. If fixed-point land markers such as magnetic markers are used, the vehicle’s current position error can be calculated only when a marker is detected while driving, and this error can be used to correct the estimation position. Therefore, correction information is used irregularly and intermittently according to the installation intervals of the magnetic markers and the driving speed. If the detected errors are corrected all at once using the position correction method, discontinuity of the position information can occur. This problem causes instability in the vehicle’s route guidance control because the position error fluctuates as the vehicle’s speed increases. We devised a time-division position correction method that calculates the error using the absolute position of the magnetic marker, which is estimated when the magnetic marker is detected, along with the absolute position information from the magnetic marker database. Instead of correcting the error at once when the position and heading errors are corrected, the correction is performed by dividing the errors multiple times until the next magnetic marker is detected. This prevents sudden discontinuity of the vehicle position information, and the calculated correction amount is used without loss to obtain stable and continuous position information. We conducted driving tests to compare the performances of the proposed algorithm and conventional methods. We compared the continuity of the position information and the mean error and confirmed the superiority of the proposed method in terms of these aspects.
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spelling pubmed-87062942021-12-25 Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction Byun, Yeun Sub Jeong, Rag Gyo Sensors (Basel) Article During the automatic driving of a vehicle, the vehicle’s positional information is important for vehicle driving control. If fixed-point land markers such as magnetic markers are used, the vehicle’s current position error can be calculated only when a marker is detected while driving, and this error can be used to correct the estimation position. Therefore, correction information is used irregularly and intermittently according to the installation intervals of the magnetic markers and the driving speed. If the detected errors are corrected all at once using the position correction method, discontinuity of the position information can occur. This problem causes instability in the vehicle’s route guidance control because the position error fluctuates as the vehicle’s speed increases. We devised a time-division position correction method that calculates the error using the absolute position of the magnetic marker, which is estimated when the magnetic marker is detected, along with the absolute position information from the magnetic marker database. Instead of correcting the error at once when the position and heading errors are corrected, the correction is performed by dividing the errors multiple times until the next magnetic marker is detected. This prevents sudden discontinuity of the vehicle position information, and the calculated correction amount is used without loss to obtain stable and continuous position information. We conducted driving tests to compare the performances of the proposed algorithm and conventional methods. We compared the continuity of the position information and the mean error and confirmed the superiority of the proposed method in terms of these aspects. MDPI 2021-12-10 /pmc/articles/PMC8706294/ /pubmed/34960365 http://dx.doi.org/10.3390/s21248274 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
Byun, Yeun Sub
Jeong, Rag Gyo
Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title_full Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title_fullStr Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title_full_unstemmed Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title_short Position Estimation of Vehicle Based on Magnetic Marker: Time-Division Position Correction
title_sort position estimation of vehicle based on magnetic marker: time-division position correction
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706294/
https://www.ncbi.nlm.nih.gov/pubmed/34960365
http://dx.doi.org/10.3390/s21248274
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