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Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm
Nowadays, accurate localization plays an essential role in many fields, such as target tracking and path planning. The challenges of indoor localization include inadequate localization accuracy, unreasonable anchor deployment in complex scenarios, lack of stability, and the high cost. So, the univer...
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/PMC9229601/ https://www.ncbi.nlm.nih.gov/pubmed/35746140 http://dx.doi.org/10.3390/s22124353 |
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author | Zhang, Fengyun Yang, Li Liu, Yuhuan Ding, Yulong Yang, Shuang-Hua Li, Hao |
author_facet | Zhang, Fengyun Yang, Li Liu, Yuhuan Ding, Yulong Yang, Shuang-Hua Li, Hao |
author_sort | Zhang, Fengyun |
collection | PubMed |
description | Nowadays, accurate localization plays an essential role in many fields, such as target tracking and path planning. The challenges of indoor localization include inadequate localization accuracy, unreasonable anchor deployment in complex scenarios, lack of stability, and the high cost. So, the universal positioning technologies cannot meet the real application requirements scarcely. To overcome these shortcomings, a comprehensive ultra wide-band (UWB)-based real-time localization system (RTLS) is presented in this paper. We introduce the architecture of a real-time localization system, then propose a new wireless clock synchronization (WCS) scheme, and finally discuss the time difference of arrival (TDoA) algorithm. We define the time-base selection strategy for the TDoA algorithm, and we analyze the relationship between anchor deployment and positioning accuracy. The extended Kalman filter (EKF) method is presented for non-linear dynamic localization estimation, and it performs well in terms of stability and accuracy on moving targets. |
format | Online Article Text |
id | pubmed-9229601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92296012022-06-25 Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm Zhang, Fengyun Yang, Li Liu, Yuhuan Ding, Yulong Yang, Shuang-Hua Li, Hao Sensors (Basel) Article Nowadays, accurate localization plays an essential role in many fields, such as target tracking and path planning. The challenges of indoor localization include inadequate localization accuracy, unreasonable anchor deployment in complex scenarios, lack of stability, and the high cost. So, the universal positioning technologies cannot meet the real application requirements scarcely. To overcome these shortcomings, a comprehensive ultra wide-band (UWB)-based real-time localization system (RTLS) is presented in this paper. We introduce the architecture of a real-time localization system, then propose a new wireless clock synchronization (WCS) scheme, and finally discuss the time difference of arrival (TDoA) algorithm. We define the time-base selection strategy for the TDoA algorithm, and we analyze the relationship between anchor deployment and positioning accuracy. The extended Kalman filter (EKF) method is presented for non-linear dynamic localization estimation, and it performs well in terms of stability and accuracy on moving targets. MDPI 2022-06-08 /pmc/articles/PMC9229601/ /pubmed/35746140 http://dx.doi.org/10.3390/s22124353 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 Zhang, Fengyun Yang, Li Liu, Yuhuan Ding, Yulong Yang, Shuang-Hua Li, Hao Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title | Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title_full | Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title_fullStr | Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title_full_unstemmed | Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title_short | Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm |
title_sort | design and implementation of real-time localization system (rtls) based on uwb and tdoa algorithm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229601/ https://www.ncbi.nlm.nih.gov/pubmed/35746140 http://dx.doi.org/10.3390/s22124353 |
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