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Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement
Medical radars remotely measure the periodic movements of the chest wall induced by breathing and heartbeat and have been widely recognized in healthcare. To the best of our knowledge, no well-characterized medical radar datasets are shared publicly. Therefore, in this article, we provide non-contac...
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/PMC8688557/ https://www.ncbi.nlm.nih.gov/pubmed/34977303 http://dx.doi.org/10.1016/j.dib.2021.107724 |
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author | Edanami, Keisuke Sun, Guanghao |
author_facet | Edanami, Keisuke Sun, Guanghao |
author_sort | Edanami, Keisuke |
collection | PubMed |
description | Medical radars remotely measure the periodic movements of the chest wall induced by breathing and heartbeat and have been widely recognized in healthcare. To the best of our knowledge, no well-characterized medical radar datasets are shared publicly. Therefore, in this article, we provide non-contact respiratory and cardiac signal datasets measured using a medical radar and simultaneously measured reference signals using electrocardiogram (ECG) and respiratory belt transducer. The datasets were collected from nine healthy subjects using 24.25 GHz and 10.525 GHz Doppler radars at a physiological laboratory in Japan. Furthermore, we generated MATLAB code to pre-process the signals and calculate the respiratory and heart rates. The datasets generated could be reused by biomedical researchers to investigate the signal-processing algorithm for non-contact vital sign measurement. |
format | Online Article Text |
id | pubmed-8688557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86885572021-12-30 Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement Edanami, Keisuke Sun, Guanghao Data Brief Data Article Medical radars remotely measure the periodic movements of the chest wall induced by breathing and heartbeat and have been widely recognized in healthcare. To the best of our knowledge, no well-characterized medical radar datasets are shared publicly. Therefore, in this article, we provide non-contact respiratory and cardiac signal datasets measured using a medical radar and simultaneously measured reference signals using electrocardiogram (ECG) and respiratory belt transducer. The datasets were collected from nine healthy subjects using 24.25 GHz and 10.525 GHz Doppler radars at a physiological laboratory in Japan. Furthermore, we generated MATLAB code to pre-process the signals and calculate the respiratory and heart rates. The datasets generated could be reused by biomedical researchers to investigate the signal-processing algorithm for non-contact vital sign measurement. Elsevier 2021-12-16 /pmc/articles/PMC8688557/ /pubmed/34977303 http://dx.doi.org/10.1016/j.dib.2021.107724 Text en © 2021 The Author(s) 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 Edanami, Keisuke Sun, Guanghao Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title | Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title_full | Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title_fullStr | Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title_full_unstemmed | Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title_short | Medical Radar Signal Dataset for Non-Contact Respiration and Heart Rate Measurement |
title_sort | medical radar signal dataset for non-contact respiration and heart rate measurement |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8688557/ https://www.ncbi.nlm.nih.gov/pubmed/34977303 http://dx.doi.org/10.1016/j.dib.2021.107724 |
work_keys_str_mv | AT edanamikeisuke medicalradarsignaldatasetfornoncontactrespirationandheartratemeasurement AT sunguanghao medicalradarsignaldatasetfornoncontactrespirationandheartratemeasurement |