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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...

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Detalles Bibliográficos
Autores principales: Zhang, Fengyun, Yang, Li, Liu, Yuhuan, Ding, Yulong, Yang, Shuang-Hua, Li, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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