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Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays
This paper presents a dataset for Bluetooth 5.1 direction of arrival (DoA). The dataset was generated with a specifically designed mathematical model of a non-uniform rectangular antenna array. The Python source files that generated the dataset are also provided. The dataset was conceived as a start...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607165/ https://www.ncbi.nlm.nih.gov/pubmed/34841021 http://dx.doi.org/10.1016/j.dib.2021.107576 |
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author | Piazzese, Nicolò Ivan Perrone, Michele Pau, Danilo Pietro |
author_facet | Piazzese, Nicolò Ivan Perrone, Michele Pau, Danilo Pietro |
author_sort | Piazzese, Nicolò Ivan |
collection | PubMed |
description | This paper presents a dataset for Bluetooth 5.1 direction of arrival (DoA). The dataset was generated with a specifically designed mathematical model of a non-uniform rectangular antenna array. The Python source files that generated the dataset are also provided. The dataset was conceived as a starting point for developing and validating DoA algorithms for real-life scenarios. Unlike other datasets, it contains Bluetooth signals with not only varying intensity of additive white Gaussian noise, but also coherent interfering signals with random DoA coordinates. The dataset is divided into two branches, one consisting of pure sinusoidal tones and the second comprised of baseband Bluetooth signals. Since the codebase which generates the data is included, this dataset has a high reuse potential, and it can be modified to suit also other types of signals or different array topologies. |
format | Online Article Text |
id | pubmed-8607165 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86071652021-11-26 Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays Piazzese, Nicolò Ivan Perrone, Michele Pau, Danilo Pietro Data Brief Data Article This paper presents a dataset for Bluetooth 5.1 direction of arrival (DoA). The dataset was generated with a specifically designed mathematical model of a non-uniform rectangular antenna array. The Python source files that generated the dataset are also provided. The dataset was conceived as a starting point for developing and validating DoA algorithms for real-life scenarios. Unlike other datasets, it contains Bluetooth signals with not only varying intensity of additive white Gaussian noise, but also coherent interfering signals with random DoA coordinates. The dataset is divided into two branches, one consisting of pure sinusoidal tones and the second comprised of baseband Bluetooth signals. Since the codebase which generates the data is included, this dataset has a high reuse potential, and it can be modified to suit also other types of signals or different array topologies. Elsevier 2021-11-14 /pmc/articles/PMC8607165/ /pubmed/34841021 http://dx.doi.org/10.1016/j.dib.2021.107576 Text en © 2021 Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Piazzese, Nicolò Ivan Perrone, Michele Pau, Danilo Pietro Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title | Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title_full | Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title_fullStr | Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title_full_unstemmed | Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title_short | Dataset for Bluetooth 5.1 Direction of Arrival with non Uniform Rectangular Arrays |
title_sort | dataset for bluetooth 5.1 direction of arrival with non uniform rectangular arrays |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607165/ https://www.ncbi.nlm.nih.gov/pubmed/34841021 http://dx.doi.org/10.1016/j.dib.2021.107576 |
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