Cargando…

Indoor UWB Positioning and Position Tracking Data Set

Indoor positioning has become a hot topic in various fields, such as industry, healthcare, and commerce. Ultra-wideband (UWB) radio technology provides a cost-effective solution for range-based positioning, offering exceptionally high accuracy and precision. Its ultra-high temporal resolution enable...

Descripción completa

Detalles Bibliográficos
Autor principal: Bregar, Klemen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603152/
https://www.ncbi.nlm.nih.gov/pubmed/37884571
http://dx.doi.org/10.1038/s41597-023-02639-5
_version_ 1785126543536685056
author Bregar, Klemen
author_facet Bregar, Klemen
author_sort Bregar, Klemen
collection PubMed
description Indoor positioning has become a hot topic in various fields, such as industry, healthcare, and commerce. Ultra-wideband (UWB) radio technology provides a cost-effective solution for range-based positioning, offering exceptionally high accuracy and precision. Its ultra-high temporal resolution enables range measurements with accuracy of a few centimeters. To develop and evaluate range-based positioning systems, we collected measurements in four different indoor environments using eight fixed devices and one mobile positioning device. To eliminate the fluctuation of walking speed from the data, we pre-defined a path in each indoor environment, similar to the human walking path, which was sampled at equidistant positions. We collected multiple range measurements and channel impulse response (CIR) data at each tag position on the path. The resulting dataset supports the development of range-based positioning and position tracking algorithms with various combinations of network topologies and anchor-tag combinations. We have also provided a full set of data analysis tools that enable the reproducibility of results and serve as a basis for further development of range-based UWB positioning algorithms.
format Online
Article
Text
id pubmed-10603152
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-106031522023-10-28 Indoor UWB Positioning and Position Tracking Data Set Bregar, Klemen Sci Data Data Descriptor Indoor positioning has become a hot topic in various fields, such as industry, healthcare, and commerce. Ultra-wideband (UWB) radio technology provides a cost-effective solution for range-based positioning, offering exceptionally high accuracy and precision. Its ultra-high temporal resolution enables range measurements with accuracy of a few centimeters. To develop and evaluate range-based positioning systems, we collected measurements in four different indoor environments using eight fixed devices and one mobile positioning device. To eliminate the fluctuation of walking speed from the data, we pre-defined a path in each indoor environment, similar to the human walking path, which was sampled at equidistant positions. We collected multiple range measurements and channel impulse response (CIR) data at each tag position on the path. The resulting dataset supports the development of range-based positioning and position tracking algorithms with various combinations of network topologies and anchor-tag combinations. We have also provided a full set of data analysis tools that enable the reproducibility of results and serve as a basis for further development of range-based UWB positioning algorithms. Nature Publishing Group UK 2023-10-26 /pmc/articles/PMC10603152/ /pubmed/37884571 http://dx.doi.org/10.1038/s41597-023-02639-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Bregar, Klemen
Indoor UWB Positioning and Position Tracking Data Set
title Indoor UWB Positioning and Position Tracking Data Set
title_full Indoor UWB Positioning and Position Tracking Data Set
title_fullStr Indoor UWB Positioning and Position Tracking Data Set
title_full_unstemmed Indoor UWB Positioning and Position Tracking Data Set
title_short Indoor UWB Positioning and Position Tracking Data Set
title_sort indoor uwb positioning and position tracking data set
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603152/
https://www.ncbi.nlm.nih.gov/pubmed/37884571
http://dx.doi.org/10.1038/s41597-023-02639-5
work_keys_str_mv AT bregarklemen indooruwbpositioningandpositiontrackingdataset