The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review

This article presents an overview of fifty-eight articles dedicated to the evaluation of physical activity in free-living conditions using wearable motion sensors. This review provides a comprehensive summary of the technical aspects linked to sensors (types, number, body positions, and technical ch...

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Detalles Bibliográficos
Autores principales: Jung, Sylvain, Michaud, Mona, Oudre, Laurent, Dorveaux, Eric, Gorintin, Louis, Vayatis, Nicolas, Ricard, Damien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583905/
https://www.ncbi.nlm.nih.gov/pubmed/33019633
http://dx.doi.org/10.3390/s20195625
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author Jung, Sylvain
Michaud, Mona
Oudre, Laurent
Dorveaux, Eric
Gorintin, Louis
Vayatis, Nicolas
Ricard, Damien
author_facet Jung, Sylvain
Michaud, Mona
Oudre, Laurent
Dorveaux, Eric
Gorintin, Louis
Vayatis, Nicolas
Ricard, Damien
author_sort Jung, Sylvain
collection PubMed
description This article presents an overview of fifty-eight articles dedicated to the evaluation of physical activity in free-living conditions using wearable motion sensors. This review provides a comprehensive summary of the technical aspects linked to sensors (types, number, body positions, and technical characteristics) as well as a deep discussion on the protocols implemented in free-living conditions (environment, duration, instructions, activities, and annotation). Finally, it presents a description and a comparison of the main algorithms and processing tools used for assessing physical activity from raw signals.
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spelling pubmed-75839052020-10-29 The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review Jung, Sylvain Michaud, Mona Oudre, Laurent Dorveaux, Eric Gorintin, Louis Vayatis, Nicolas Ricard, Damien Sensors (Basel) Review This article presents an overview of fifty-eight articles dedicated to the evaluation of physical activity in free-living conditions using wearable motion sensors. This review provides a comprehensive summary of the technical aspects linked to sensors (types, number, body positions, and technical characteristics) as well as a deep discussion on the protocols implemented in free-living conditions (environment, duration, instructions, activities, and annotation). Finally, it presents a description and a comparison of the main algorithms and processing tools used for assessing physical activity from raw signals. MDPI 2020-10-01 /pmc/articles/PMC7583905/ /pubmed/33019633 http://dx.doi.org/10.3390/s20195625 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Jung, Sylvain
Michaud, Mona
Oudre, Laurent
Dorveaux, Eric
Gorintin, Louis
Vayatis, Nicolas
Ricard, Damien
The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title_full The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title_fullStr The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title_full_unstemmed The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title_short The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review
title_sort use of inertial measurement units for the study of free living environment activity assessment: a literature review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583905/
https://www.ncbi.nlm.nih.gov/pubmed/33019633
http://dx.doi.org/10.3390/s20195625
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