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Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization
Localization is a keystone for a robot to work within its environment and with other robots. There have been many methods used to solve this problem. This paper deals with the use of beacon-based localization to answer the research question: Can ultra-wideband technology be used to effectively local...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504988/ https://www.ncbi.nlm.nih.gov/pubmed/36146229 http://dx.doi.org/10.3390/s22186880 |
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author | Li, Chunxu Bulman, Henry Whitley, Toby Li, Shaoxiang |
author_facet | Li, Chunxu Bulman, Henry Whitley, Toby Li, Shaoxiang |
author_sort | Li, Chunxu |
collection | PubMed |
description | Localization is a keystone for a robot to work within its environment and with other robots. There have been many methods used to solve this problem. This paper deals with the use of beacon-based localization to answer the research question: Can ultra-wideband technology be used to effectively localize a robot with sensor fusion? This paper has developed an innovative solution for creating a sensor fusion platform that uses ultra-wideband communication as a localization method to allow an environment to be perceived and inspected in three dimensions from multiple perspectives simultaneously. A series of contributions have been presented, supported by an in-depth literature review regarding topics in this field of knowledge. The proposed method was then designed, built, and tested successfully in two different environments exceeding its required tolerances. The result of the testing and the ideas formulated throughout the paper were discussed and future work outlined on how to build upon this work in potential academic papers and projects. |
format | Online Article Text |
id | pubmed-9504988 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95049882022-09-24 Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization Li, Chunxu Bulman, Henry Whitley, Toby Li, Shaoxiang Sensors (Basel) Article Localization is a keystone for a robot to work within its environment and with other robots. There have been many methods used to solve this problem. This paper deals with the use of beacon-based localization to answer the research question: Can ultra-wideband technology be used to effectively localize a robot with sensor fusion? This paper has developed an innovative solution for creating a sensor fusion platform that uses ultra-wideband communication as a localization method to allow an environment to be perceived and inspected in three dimensions from multiple perspectives simultaneously. A series of contributions have been presented, supported by an in-depth literature review regarding topics in this field of knowledge. The proposed method was then designed, built, and tested successfully in two different environments exceeding its required tolerances. The result of the testing and the ideas formulated throughout the paper were discussed and future work outlined on how to build upon this work in potential academic papers and projects. MDPI 2022-09-12 /pmc/articles/PMC9504988/ /pubmed/36146229 http://dx.doi.org/10.3390/s22186880 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 | Article Li, Chunxu Bulman, Henry Whitley, Toby Li, Shaoxiang Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title | Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title_full | Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title_fullStr | Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title_full_unstemmed | Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title_short | Ultra-Wideband Communication and Sensor Fusion Platform for the Purpose of Multi-Perspective Localization |
title_sort | ultra-wideband communication and sensor fusion platform for the purpose of multi-perspective localization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504988/ https://www.ncbi.nlm.nih.gov/pubmed/36146229 http://dx.doi.org/10.3390/s22186880 |
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