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Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System

The Internet of Things (IoT) for smart industry requires the surveillance and management of people and objects. The ultra-wideband positioning system is an attractive solution for achieving centimeter-level accuracy in target location. While many studies have focused on improving the accuracy of the...

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Autores principales: Huang, Shih-Ping, Chen, Chien-Bang, Wei, Tan-Zhi, Tsai, Wei-Ting, Liou, Chong-Yi, Mao, Yuan-Mou, Sheng, Wang-Huei, Mao, Shau-Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053965/
https://www.ncbi.nlm.nih.gov/pubmed/36991800
http://dx.doi.org/10.3390/s23063088
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author Huang, Shih-Ping
Chen, Chien-Bang
Wei, Tan-Zhi
Tsai, Wei-Ting
Liou, Chong-Yi
Mao, Yuan-Mou
Sheng, Wang-Huei
Mao, Shau-Gang
author_facet Huang, Shih-Ping
Chen, Chien-Bang
Wei, Tan-Zhi
Tsai, Wei-Ting
Liou, Chong-Yi
Mao, Yuan-Mou
Sheng, Wang-Huei
Mao, Shau-Gang
author_sort Huang, Shih-Ping
collection PubMed
description The Internet of Things (IoT) for smart industry requires the surveillance and management of people and objects. The ultra-wideband positioning system is an attractive solution for achieving centimeter-level accuracy in target location. While many studies have focused on improving the accuracy of the anchor coverage range, it is important to note that in practical applications, positioning areas are often limited and obstructed by furniture, shelves, pillars, or walls, which can restrict the placement of anchors. Furthermore, some positioning regions are located beyond anchor coverage, and a single group with few anchors may not be able to cover all rooms and aisles on a floor due to non-line-of-sight errors causing severe positioning errors. In this work, we propose a dynamic-reference anchor time difference of arrival (TDOA) compensation algorithm to enhance accuracy beyond anchor coverage by eliminating local minima of the TDOA loss function near anchors. We designed a multidimensional and multigroup TDOA positioning system with the aim of broadening the coverage of indoor positioning and accommodating complex indoor environments. By employing an address-filter technique and group-switching process, tags can seamlessly move between groups with a high positioning rate, low latency, and high accuracy. We deployed the system in a medical center to locate and manage researchers with infectious medical waste, demonstrating its usefulness for practical healthcare institutions. Our proposed positioning system can thus facilitate precise and wide-range indoor and outdoor wireless localization.
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spelling pubmed-100539652023-03-30 Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System Huang, Shih-Ping Chen, Chien-Bang Wei, Tan-Zhi Tsai, Wei-Ting Liou, Chong-Yi Mao, Yuan-Mou Sheng, Wang-Huei Mao, Shau-Gang Sensors (Basel) Article The Internet of Things (IoT) for smart industry requires the surveillance and management of people and objects. The ultra-wideband positioning system is an attractive solution for achieving centimeter-level accuracy in target location. While many studies have focused on improving the accuracy of the anchor coverage range, it is important to note that in practical applications, positioning areas are often limited and obstructed by furniture, shelves, pillars, or walls, which can restrict the placement of anchors. Furthermore, some positioning regions are located beyond anchor coverage, and a single group with few anchors may not be able to cover all rooms and aisles on a floor due to non-line-of-sight errors causing severe positioning errors. In this work, we propose a dynamic-reference anchor time difference of arrival (TDOA) compensation algorithm to enhance accuracy beyond anchor coverage by eliminating local minima of the TDOA loss function near anchors. We designed a multidimensional and multigroup TDOA positioning system with the aim of broadening the coverage of indoor positioning and accommodating complex indoor environments. By employing an address-filter technique and group-switching process, tags can seamlessly move between groups with a high positioning rate, low latency, and high accuracy. We deployed the system in a medical center to locate and manage researchers with infectious medical waste, demonstrating its usefulness for practical healthcare institutions. Our proposed positioning system can thus facilitate precise and wide-range indoor and outdoor wireless localization. MDPI 2023-03-13 /pmc/articles/PMC10053965/ /pubmed/36991800 http://dx.doi.org/10.3390/s23063088 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
Huang, Shih-Ping
Chen, Chien-Bang
Wei, Tan-Zhi
Tsai, Wei-Ting
Liou, Chong-Yi
Mao, Yuan-Mou
Sheng, Wang-Huei
Mao, Shau-Gang
Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title_full Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title_fullStr Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title_full_unstemmed Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title_short Range-Extension Algorithms and Strategies for TDOA Ultra-Wideband Positioning System
title_sort range-extension algorithms and strategies for tdoa ultra-wideband positioning system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053965/
https://www.ncbi.nlm.nih.gov/pubmed/36991800
http://dx.doi.org/10.3390/s23063088
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