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Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers
The tightly coupled strapdown inertial navigation system (SINS)/global position system (GPS) has been widely used. The system observability determines whether the system state can be estimated by a filter efficiently or not. In this paper, the observability analysis of a two-channel and a three-chan...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4934191/ https://www.ncbi.nlm.nih.gov/pubmed/27240369 http://dx.doi.org/10.3390/s16060765 |
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author | Jiang, Junxiang Yu, Fei Lan, Haiyu Dong, Qianhui |
author_facet | Jiang, Junxiang Yu, Fei Lan, Haiyu Dong, Qianhui |
author_sort | Jiang, Junxiang |
collection | PubMed |
description | The tightly coupled strapdown inertial navigation system (SINS)/global position system (GPS) has been widely used. The system observability determines whether the system state can be estimated by a filter efficiently or not. In this paper, the observability analysis of a two-channel and a three-channel tightly coupled SINS/GPS are performed, respectively, during arbitrary translational maneuvers and angle maneuvers, where the translational maneuver and angle maneuver are modeled. A novel instantaneous observability matrix (IOM) based on a reconstructed psi-angle model is proposed to make the theoretical analysis simpler, which starts from the observability definition directly. Based on the IOM, a series of theoretical analysis are performed. Analysis results show that almost all kinds of translational maneuver and angle maneuver can make a three-channel system instantaneously observable, but there is no one translational maneuver or angle maneuver can make a two-channel system instantaneously observable. The system’s performance is investigated when the system is not instantaneously observable. A series of simulation studies based on EKF are performed to confirm the analytic conclusions. |
format | Online Article Text |
id | pubmed-4934191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-49341912016-07-06 Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers Jiang, Junxiang Yu, Fei Lan, Haiyu Dong, Qianhui Sensors (Basel) Article The tightly coupled strapdown inertial navigation system (SINS)/global position system (GPS) has been widely used. The system observability determines whether the system state can be estimated by a filter efficiently or not. In this paper, the observability analysis of a two-channel and a three-channel tightly coupled SINS/GPS are performed, respectively, during arbitrary translational maneuvers and angle maneuvers, where the translational maneuver and angle maneuver are modeled. A novel instantaneous observability matrix (IOM) based on a reconstructed psi-angle model is proposed to make the theoretical analysis simpler, which starts from the observability definition directly. Based on the IOM, a series of theoretical analysis are performed. Analysis results show that almost all kinds of translational maneuver and angle maneuver can make a three-channel system instantaneously observable, but there is no one translational maneuver or angle maneuver can make a two-channel system instantaneously observable. The system’s performance is investigated when the system is not instantaneously observable. A series of simulation studies based on EKF are performed to confirm the analytic conclusions. MDPI 2016-05-27 /pmc/articles/PMC4934191/ /pubmed/27240369 http://dx.doi.org/10.3390/s16060765 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 Jiang, Junxiang Yu, Fei Lan, Haiyu Dong, Qianhui Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title | Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title_full | Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title_fullStr | Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title_full_unstemmed | Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title_short | Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers |
title_sort | instantaneous observability of tightly coupled sins/gps during maneuvers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4934191/ https://www.ncbi.nlm.nih.gov/pubmed/27240369 http://dx.doi.org/10.3390/s16060765 |
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