Cargando…

Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic

This study defines a methodology to measure physical activity (PA) in ageing people working in a social garden while maintaining social distancing (SD) during COVID-19 pandemic. A real-time location system (RTLS) with embedded inertial measurement unit (IMU) sensors is used for measuring PA and SD....

Descripción completa

Detalles Bibliográficos
Autores principales: Casaccia, Sara, Naccarelli, Riccardo, Moccia, Sara, Migliorelli, Lucia, Frontoni, Emanuele, Revel, Gian Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756140/
https://www.ncbi.nlm.nih.gov/pubmed/36540410
http://dx.doi.org/10.1016/j.measurement.2021.109946
_version_ 1784851569182769152
author Casaccia, Sara
Naccarelli, Riccardo
Moccia, Sara
Migliorelli, Lucia
Frontoni, Emanuele
Revel, Gian Marco
author_facet Casaccia, Sara
Naccarelli, Riccardo
Moccia, Sara
Migliorelli, Lucia
Frontoni, Emanuele
Revel, Gian Marco
author_sort Casaccia, Sara
collection PubMed
description This study defines a methodology to measure physical activity (PA) in ageing people working in a social garden while maintaining social distancing (SD) during COVID-19 pandemic. A real-time location system (RTLS) with embedded inertial measurement unit (IMU) sensors is used for measuring PA and SD. The position of each person is tracked to assess their SD, finding that the RTLS/IMU can measure the time in which interpersonal distance is not kept with a maximum uncertainty of 1.54 min, which compared to the 15-min. limit suggested to reduce risk of transmission at less than 1.5 m, proves the feasibility of the measurement. The data collected by the accelerometers of the IMU sensors are filtered using discrete wavelet transform and used to measure the PA in ageing people with an uncertainty-based thresholding method. PA and SD time measurements were demonstrated exploiting the experimental test in a pilot case with real users.
format Online
Article
Text
id pubmed-9756140
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier Ltd.
record_format MEDLINE/PubMed
spelling pubmed-97561402022-12-16 Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic Casaccia, Sara Naccarelli, Riccardo Moccia, Sara Migliorelli, Lucia Frontoni, Emanuele Revel, Gian Marco Measurement (Lond) Article This study defines a methodology to measure physical activity (PA) in ageing people working in a social garden while maintaining social distancing (SD) during COVID-19 pandemic. A real-time location system (RTLS) with embedded inertial measurement unit (IMU) sensors is used for measuring PA and SD. The position of each person is tracked to assess their SD, finding that the RTLS/IMU can measure the time in which interpersonal distance is not kept with a maximum uncertainty of 1.54 min, which compared to the 15-min. limit suggested to reduce risk of transmission at less than 1.5 m, proves the feasibility of the measurement. The data collected by the accelerometers of the IMU sensors are filtered using discrete wavelet transform and used to measure the PA in ageing people with an uncertainty-based thresholding method. PA and SD time measurements were demonstrated exploiting the experimental test in a pilot case with real users. Elsevier Ltd. 2021-11 2021-08-08 /pmc/articles/PMC9756140/ /pubmed/36540410 http://dx.doi.org/10.1016/j.measurement.2021.109946 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Casaccia, Sara
Naccarelli, Riccardo
Moccia, Sara
Migliorelli, Lucia
Frontoni, Emanuele
Revel, Gian Marco
Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title_full Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title_fullStr Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title_full_unstemmed Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title_short Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
title_sort development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during covid-19 pandemic
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756140/
https://www.ncbi.nlm.nih.gov/pubmed/36540410
http://dx.doi.org/10.1016/j.measurement.2021.109946
work_keys_str_mv AT casacciasara developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic
AT naccarelliriccardo developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic
AT mocciasara developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic
AT migliorellilucia developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic
AT frontoniemanuele developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic
AT revelgianmarco developmentofameasurementsetuptodetectthelevelofphysicalactivityandsocialdistancingofageingpeopleinasocialgardenduringcovid19pandemic