Cargando…

Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks

Railway track irregularity surveying is important for the construction and the maintenance of railway lines. With the development of inertial devices, systems based on Inertial Navigation System (INS) have become feasible and popular approaches in track surveying applications. In order to overcome t...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Qingan, Wu, Wenqi, Li, Yun, Jiang, Mingming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621369/
https://www.ncbi.nlm.nih.gov/pubmed/28895902
http://dx.doi.org/10.3390/s17092083
_version_ 1783267747009921024
author Jiang, Qingan
Wu, Wenqi
Li, Yun
Jiang, Mingming
author_facet Jiang, Qingan
Wu, Wenqi
Li, Yun
Jiang, Mingming
author_sort Jiang, Qingan
collection PubMed
description Railway track irregularity surveying is important for the construction and the maintenance of railway lines. With the development of inertial devices, systems based on Inertial Navigation System (INS) have become feasible and popular approaches in track surveying applications. In order to overcome the requirement of high precision control points, this paper proposes a railway track irregularity measurement approach using the INS combined with the Zero Velocity Updates (ZUPT) technique and sub-decimeter scale landmarks. The equations for calculating track irregularity parameters from absolute position errors are deduced. Based on covariance analysis, the analytical relationships among the track irregularity measurements with the drifts of inertial sensors, the initial attitude errors and the observations of velocity and position are established. Simulations and experimental results show that the relative accuracy for 30 m chord of the proposed approach for track irregularity surveying can reach approximately 1 mm (1σ) with gyro bias instability of 0.01°/h, random walk noise of 0.005 [Formula: see text] , and accelerometer bias instability of 50 [Formula: see text] , random noise of 10 [Formula: see text] , while velocity observations are provided by the ZUPT technique at about every 60 m intervals. This accuracy can meet the most stringent requirements of millimeter scale medium wavelength track irregularity surveying for railway lines. Furthermore, this approach reduces the requirement of high precision landmarks which can lighten the maintenance burden of control points and improve the work efficiency of railway track irregularity measurements.
format Online
Article
Text
id pubmed-5621369
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-56213692017-10-03 Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks Jiang, Qingan Wu, Wenqi Li, Yun Jiang, Mingming Sensors (Basel) Article Railway track irregularity surveying is important for the construction and the maintenance of railway lines. With the development of inertial devices, systems based on Inertial Navigation System (INS) have become feasible and popular approaches in track surveying applications. In order to overcome the requirement of high precision control points, this paper proposes a railway track irregularity measurement approach using the INS combined with the Zero Velocity Updates (ZUPT) technique and sub-decimeter scale landmarks. The equations for calculating track irregularity parameters from absolute position errors are deduced. Based on covariance analysis, the analytical relationships among the track irregularity measurements with the drifts of inertial sensors, the initial attitude errors and the observations of velocity and position are established. Simulations and experimental results show that the relative accuracy for 30 m chord of the proposed approach for track irregularity surveying can reach approximately 1 mm (1σ) with gyro bias instability of 0.01°/h, random walk noise of 0.005 [Formula: see text] , and accelerometer bias instability of 50 [Formula: see text] , random noise of 10 [Formula: see text] , while velocity observations are provided by the ZUPT technique at about every 60 m intervals. This accuracy can meet the most stringent requirements of millimeter scale medium wavelength track irregularity surveying for railway lines. Furthermore, this approach reduces the requirement of high precision landmarks which can lighten the maintenance burden of control points and improve the work efficiency of railway track irregularity measurements. MDPI 2017-09-12 /pmc/articles/PMC5621369/ /pubmed/28895902 http://dx.doi.org/10.3390/s17092083 Text en © 2017 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
Jiang, Qingan
Wu, Wenqi
Li, Yun
Jiang, Mingming
Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title_full Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title_fullStr Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title_full_unstemmed Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title_short Millimeter Scale Track Irregularity Surveying Based on ZUPT-Aided INS with Sub-Decimeter Scale Landmarks
title_sort millimeter scale track irregularity surveying based on zupt-aided ins with sub-decimeter scale landmarks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621369/
https://www.ncbi.nlm.nih.gov/pubmed/28895902
http://dx.doi.org/10.3390/s17092083
work_keys_str_mv AT jiangqingan millimeterscaletrackirregularitysurveyingbasedonzuptaidedinswithsubdecimeterscalelandmarks
AT wuwenqi millimeterscaletrackirregularitysurveyingbasedonzuptaidedinswithsubdecimeterscalelandmarks
AT liyun millimeterscaletrackirregularitysurveyingbasedonzuptaidedinswithsubdecimeterscalelandmarks
AT jiangmingming millimeterscaletrackirregularitysurveyingbasedonzuptaidedinswithsubdecimeterscalelandmarks