Cargando…

A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations

With the development and integration of GNSS systems in the world, the positioning accuracy and reliability of GNSS navigation services are increasing in various fields. Because the current multisystem fusion leads to an increase in the ambiguity dimension and the ambiguity parameters have discrete...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Shouhua, You, Zhiqi, Sun, Xiyan, Yuan, Libo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570862/
https://www.ncbi.nlm.nih.gov/pubmed/36236225
http://dx.doi.org/10.3390/s22197126
_version_ 1784810216450162688
author Wang, Shouhua
You, Zhiqi
Sun, Xiyan
Yuan, Libo
author_facet Wang, Shouhua
You, Zhiqi
Sun, Xiyan
Yuan, Libo
author_sort Wang, Shouhua
collection PubMed
description With the development and integration of GNSS systems in the world, the positioning accuracy and reliability of GNSS navigation services are increasing in various fields. Because the current multisystem fusion leads to an increase in the ambiguity dimension and the ambiguity parameters have discrete characteristics, the current conventional search algorithm leads to low search efficiency when the ambiguity dimension is large. Therefore, this paper describes a new algorithm that searches the optimal lattice points by lattice theory through the breadth-first algorithm and reduces the search space of ambiguity by calculating and judging the Euclidean distance between each search variable and the target one so as to propose a new lattice ambiguity search algorithm based on the breadth-first algorithm. The experimental results show that this method can effectively improve the search efficiency of ambiguity in high-dimension situations.
format Online
Article
Text
id pubmed-9570862
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-95708622022-10-17 A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations Wang, Shouhua You, Zhiqi Sun, Xiyan Yuan, Libo Sensors (Basel) Communication With the development and integration of GNSS systems in the world, the positioning accuracy and reliability of GNSS navigation services are increasing in various fields. Because the current multisystem fusion leads to an increase in the ambiguity dimension and the ambiguity parameters have discrete characteristics, the current conventional search algorithm leads to low search efficiency when the ambiguity dimension is large. Therefore, this paper describes a new algorithm that searches the optimal lattice points by lattice theory through the breadth-first algorithm and reduces the search space of ambiguity by calculating and judging the Euclidean distance between each search variable and the target one so as to propose a new lattice ambiguity search algorithm based on the breadth-first algorithm. The experimental results show that this method can effectively improve the search efficiency of ambiguity in high-dimension situations. MDPI 2022-09-20 /pmc/articles/PMC9570862/ /pubmed/36236225 http://dx.doi.org/10.3390/s22197126 Text en © 2022 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 Communication
Wang, Shouhua
You, Zhiqi
Sun, Xiyan
Yuan, Libo
A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title_full A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title_fullStr A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title_full_unstemmed A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title_short A Partial Ambiguity Resolution Algorithm Based on New-Breadth-First Lattice Search in High-Dimension Situations
title_sort partial ambiguity resolution algorithm based on new-breadth-first lattice search in high-dimension situations
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570862/
https://www.ncbi.nlm.nih.gov/pubmed/36236225
http://dx.doi.org/10.3390/s22197126
work_keys_str_mv AT wangshouhua apartialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT youzhiqi apartialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT sunxiyan apartialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT yuanlibo apartialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT wangshouhua partialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT youzhiqi partialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT sunxiyan partialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations
AT yuanlibo partialambiguityresolutionalgorithmbasedonnewbreadthfirstlatticesearchinhighdimensionsituations