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An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning
Ambiguity resolution based on smartphone GNSS measurements can enable various potential applications that currently remain difficult due to ambiguity biases, especially under kinematic conditions. This study proposes an improved ambiguity resolution algorithm, which uses the search-and-shrink proced...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255996/ https://www.ncbi.nlm.nih.gov/pubmed/37300018 http://dx.doi.org/10.3390/s23115292 |
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author | Jiang, Yang Gao, Yuting Ding, Wei Liu, Fei Gao, Yang |
author_facet | Jiang, Yang Gao, Yuting Ding, Wei Liu, Fei Gao, Yang |
author_sort | Jiang, Yang |
collection | PubMed |
description | Ambiguity resolution based on smartphone GNSS measurements can enable various potential applications that currently remain difficult due to ambiguity biases, especially under kinematic conditions. This study proposes an improved ambiguity resolution algorithm, which uses the search-and-shrink procedure coupled with the methods of the multi-epoch double-differenced residual test and the ambiguity majority tests for candidate vectors and ambiguities. By performing a static experiment with Xiaomi Mi 8, the AR efficiency of the proposed method is evaluated. Furthermore, a kinematic test with Google Pixel 5 verifies the effectiveness of the proposed method with improved positioning performance. In conclusion, centimeter-level smartphone positioning accuracy is achieved in both experiments, which is greatly improved compared with the float and traditional AR solutions. |
format | Online Article Text |
id | pubmed-10255996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102559962023-06-10 An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning Jiang, Yang Gao, Yuting Ding, Wei Liu, Fei Gao, Yang Sensors (Basel) Article Ambiguity resolution based on smartphone GNSS measurements can enable various potential applications that currently remain difficult due to ambiguity biases, especially under kinematic conditions. This study proposes an improved ambiguity resolution algorithm, which uses the search-and-shrink procedure coupled with the methods of the multi-epoch double-differenced residual test and the ambiguity majority tests for candidate vectors and ambiguities. By performing a static experiment with Xiaomi Mi 8, the AR efficiency of the proposed method is evaluated. Furthermore, a kinematic test with Google Pixel 5 verifies the effectiveness of the proposed method with improved positioning performance. In conclusion, centimeter-level smartphone positioning accuracy is achieved in both experiments, which is greatly improved compared with the float and traditional AR solutions. MDPI 2023-06-02 /pmc/articles/PMC10255996/ /pubmed/37300018 http://dx.doi.org/10.3390/s23115292 Text en © 2023 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 Jiang, Yang Gao, Yuting Ding, Wei Liu, Fei Gao, Yang An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title | An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title_full | An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title_fullStr | An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title_full_unstemmed | An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title_short | An Improved Ambiguity Resolution Algorithm for Smartphone RTK Positioning |
title_sort | improved ambiguity resolution algorithm for smartphone rtk positioning |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255996/ https://www.ncbi.nlm.nih.gov/pubmed/37300018 http://dx.doi.org/10.3390/s23115292 |
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