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Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units

An inertial navigation system (INS) has been widely used in challenging GPS environments. With the rapid development of modern physics, an atomic gyroscope will come into use in the near future with a predicted accuracy of 5 × 10(−6)°/h or better. However, existing calibration methods and devices ca...

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Autores principales: Cai, Qingzhong, Yang, Gongliu, Song, Ningfang, Liu, Yiliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4934365/
https://www.ncbi.nlm.nih.gov/pubmed/27338408
http://dx.doi.org/10.3390/s16060940
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author Cai, Qingzhong
Yang, Gongliu
Song, Ningfang
Liu, Yiliang
author_facet Cai, Qingzhong
Yang, Gongliu
Song, Ningfang
Liu, Yiliang
author_sort Cai, Qingzhong
collection PubMed
description An inertial navigation system (INS) has been widely used in challenging GPS environments. With the rapid development of modern physics, an atomic gyroscope will come into use in the near future with a predicted accuracy of 5 × 10(−6)°/h or better. However, existing calibration methods and devices can not satisfy the accuracy requirements of future ultra-high accuracy inertial sensors. In this paper, an improved calibration model is established by introducing gyro g-sensitivity errors, accelerometer cross-coupling errors and lever arm errors. A systematic calibration method is proposed based on a 51-state Kalman filter and smoother. Simulation results show that the proposed calibration method can realize the estimation of all the parameters using a common dual-axis turntable. Laboratory and sailing tests prove that the position accuracy in a five-day inertial navigation can be improved about 8% by the proposed calibration method. The accuracy can be improved at least 20% when the position accuracy of the atomic gyro INS can reach a level of 0.1 nautical miles/5 d. Compared with the existing calibration methods, the proposed method, with more error sources and high order small error parameters calibrated for ultra-high accuracy inertial measurement units (IMUs) using common turntables, has a great application potential in future atomic gyro INSs.
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spelling pubmed-49343652016-07-06 Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units Cai, Qingzhong Yang, Gongliu Song, Ningfang Liu, Yiliang Sensors (Basel) Article An inertial navigation system (INS) has been widely used in challenging GPS environments. With the rapid development of modern physics, an atomic gyroscope will come into use in the near future with a predicted accuracy of 5 × 10(−6)°/h or better. However, existing calibration methods and devices can not satisfy the accuracy requirements of future ultra-high accuracy inertial sensors. In this paper, an improved calibration model is established by introducing gyro g-sensitivity errors, accelerometer cross-coupling errors and lever arm errors. A systematic calibration method is proposed based on a 51-state Kalman filter and smoother. Simulation results show that the proposed calibration method can realize the estimation of all the parameters using a common dual-axis turntable. Laboratory and sailing tests prove that the position accuracy in a five-day inertial navigation can be improved about 8% by the proposed calibration method. The accuracy can be improved at least 20% when the position accuracy of the atomic gyro INS can reach a level of 0.1 nautical miles/5 d. Compared with the existing calibration methods, the proposed method, with more error sources and high order small error parameters calibrated for ultra-high accuracy inertial measurement units (IMUs) using common turntables, has a great application potential in future atomic gyro INSs. MDPI 2016-06-22 /pmc/articles/PMC4934365/ /pubmed/27338408 http://dx.doi.org/10.3390/s16060940 Text en © 2016 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
Cai, Qingzhong
Yang, Gongliu
Song, Ningfang
Liu, Yiliang
Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title_full Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title_fullStr Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title_full_unstemmed Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title_short Systematic Calibration for Ultra-High Accuracy Inertial Measurement Units
title_sort systematic calibration for ultra-high accuracy inertial measurement units
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4934365/
https://www.ncbi.nlm.nih.gov/pubmed/27338408
http://dx.doi.org/10.3390/s16060940
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