Cargando…
A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems
Transfer alignment is always a key technology in a strapdown inertial navigation system (SINS) because of its rapidity and accuracy. In this paper a transfer alignment model is established, which contains the SINS error model and the measurement model. The time delay in the process of transfer align...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751626/ https://www.ncbi.nlm.nih.gov/pubmed/29182592 http://dx.doi.org/10.3390/s17122753 |
_version_ | 1783289987194683392 |
---|---|
author | Lyu, Weiwei Cheng, Xianghong |
author_facet | Lyu, Weiwei Cheng, Xianghong |
author_sort | Lyu, Weiwei |
collection | PubMed |
description | Transfer alignment is always a key technology in a strapdown inertial navigation system (SINS) because of its rapidity and accuracy. In this paper a transfer alignment model is established, which contains the SINS error model and the measurement model. The time delay in the process of transfer alignment is analyzed, and an H∞ filtering method with delay compensation is presented. Then the H∞ filtering theory and the robust mechanism of H∞ filter are deduced and analyzed in detail. In order to improve the transfer alignment accuracy in SINS with time delay, an adaptive H∞ filtering method with delay compensation is proposed. Since the robustness factor plays an important role in the filtering process and has effect on the filtering accuracy, the adaptive H∞ filter with delay compensation can adjust the value of robustness factor adaptively according to the dynamic external environment. The vehicle transfer alignment experiment indicates that by using the adaptive H∞ filtering method with delay compensation, the transfer alignment accuracy and the pure inertial navigation accuracy can be dramatically improved, which demonstrates the superiority of the proposed filtering method. |
format | Online Article Text |
id | pubmed-5751626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-57516262018-01-10 A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems Lyu, Weiwei Cheng, Xianghong Sensors (Basel) Article Transfer alignment is always a key technology in a strapdown inertial navigation system (SINS) because of its rapidity and accuracy. In this paper a transfer alignment model is established, which contains the SINS error model and the measurement model. The time delay in the process of transfer alignment is analyzed, and an H∞ filtering method with delay compensation is presented. Then the H∞ filtering theory and the robust mechanism of H∞ filter are deduced and analyzed in detail. In order to improve the transfer alignment accuracy in SINS with time delay, an adaptive H∞ filtering method with delay compensation is proposed. Since the robustness factor plays an important role in the filtering process and has effect on the filtering accuracy, the adaptive H∞ filter with delay compensation can adjust the value of robustness factor adaptively according to the dynamic external environment. The vehicle transfer alignment experiment indicates that by using the adaptive H∞ filtering method with delay compensation, the transfer alignment accuracy and the pure inertial navigation accuracy can be dramatically improved, which demonstrates the superiority of the proposed filtering method. MDPI 2017-11-28 /pmc/articles/PMC5751626/ /pubmed/29182592 http://dx.doi.org/10.3390/s17122753 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 Lyu, Weiwei Cheng, Xianghong A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title | A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title_full | A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title_fullStr | A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title_full_unstemmed | A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title_short | A Novel Adaptive H∞ Filtering Method with Delay Compensation for the Transfer Alignment of Strapdown Inertial Navigation Systems |
title_sort | novel adaptive h∞ filtering method with delay compensation for the transfer alignment of strapdown inertial navigation systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751626/ https://www.ncbi.nlm.nih.gov/pubmed/29182592 http://dx.doi.org/10.3390/s17122753 |
work_keys_str_mv | AT lyuweiwei anoveladaptivehfilteringmethodwithdelaycompensationforthetransferalignmentofstrapdowninertialnavigationsystems AT chengxianghong anoveladaptivehfilteringmethodwithdelaycompensationforthetransferalignmentofstrapdowninertialnavigationsystems AT lyuweiwei noveladaptivehfilteringmethodwithdelaycompensationforthetransferalignmentofstrapdowninertialnavigationsystems AT chengxianghong noveladaptivehfilteringmethodwithdelaycompensationforthetransferalignmentofstrapdowninertialnavigationsystems |