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Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †

Inappropriate posture and the presence of spinal disorders require specific monitoring systems. In clinical settings, posture evaluation is commonly performed with visual observation, electrogoniometers or motion capture systems (MoCaps). Developing a measurement system that can be easily used also...

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Autores principales: Paloschi, Davide, Bravi, Marco, Schena, Emiliano, Miccinilli, Sandra, Morrone, Michelangelo, Sterzi, Silvia, Saccomandi, Paola, Massaroni, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513009/
https://www.ncbi.nlm.nih.gov/pubmed/34640930
http://dx.doi.org/10.3390/s21196610
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author Paloschi, Davide
Bravi, Marco
Schena, Emiliano
Miccinilli, Sandra
Morrone, Michelangelo
Sterzi, Silvia
Saccomandi, Paola
Massaroni, Carlo
author_facet Paloschi, Davide
Bravi, Marco
Schena, Emiliano
Miccinilli, Sandra
Morrone, Michelangelo
Sterzi, Silvia
Saccomandi, Paola
Massaroni, Carlo
author_sort Paloschi, Davide
collection PubMed
description Inappropriate posture and the presence of spinal disorders require specific monitoring systems. In clinical settings, posture evaluation is commonly performed with visual observation, electrogoniometers or motion capture systems (MoCaps). Developing a measurement system that can be easily used also in non-structured environments would be highly beneficial for accurate posture monitoring. This work proposes a system based on three magneto-inertial measurement units (MIMU), placed on the backs of seventeen volunteers on the T3, T12 and S1 vertebrae. The reference system used for validation is a stereophotogrammetric motion capture system. The volunteers performed forward bending and sit-to-stand tests. The measured variables for identifying the posture were the kyphosis and the lordosis angles, as well as the range of movement (ROM) of the body segments. The comparison between MIMU and MoCap provided a maximum RMSE of 5.6° for the kyphosis and the lordosis angles. The average lumbo-pelvic contribution during forward bending (41.8 ± 8.6%) and the average lumbar ROM during sit-to-stand (31.8 ± 9.8° for sitting down, 29.6 ± 7.6° for standing up) obtained with the MIMU system agree with the literature. In conclusion, the MIMU system, which is wearable, inexpensive and easy to set up in non-structured environments, has been demonstrated to be effective in posture evaluation.
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spelling pubmed-85130092021-10-14 Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units † Paloschi, Davide Bravi, Marco Schena, Emiliano Miccinilli, Sandra Morrone, Michelangelo Sterzi, Silvia Saccomandi, Paola Massaroni, Carlo Sensors (Basel) Article Inappropriate posture and the presence of spinal disorders require specific monitoring systems. In clinical settings, posture evaluation is commonly performed with visual observation, electrogoniometers or motion capture systems (MoCaps). Developing a measurement system that can be easily used also in non-structured environments would be highly beneficial for accurate posture monitoring. This work proposes a system based on three magneto-inertial measurement units (MIMU), placed on the backs of seventeen volunteers on the T3, T12 and S1 vertebrae. The reference system used for validation is a stereophotogrammetric motion capture system. The volunteers performed forward bending and sit-to-stand tests. The measured variables for identifying the posture were the kyphosis and the lordosis angles, as well as the range of movement (ROM) of the body segments. The comparison between MIMU and MoCap provided a maximum RMSE of 5.6° for the kyphosis and the lordosis angles. The average lumbo-pelvic contribution during forward bending (41.8 ± 8.6%) and the average lumbar ROM during sit-to-stand (31.8 ± 9.8° for sitting down, 29.6 ± 7.6° for standing up) obtained with the MIMU system agree with the literature. In conclusion, the MIMU system, which is wearable, inexpensive and easy to set up in non-structured environments, has been demonstrated to be effective in posture evaluation. MDPI 2021-10-03 /pmc/articles/PMC8513009/ /pubmed/34640930 http://dx.doi.org/10.3390/s21196610 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Paloschi, Davide
Bravi, Marco
Schena, Emiliano
Miccinilli, Sandra
Morrone, Michelangelo
Sterzi, Silvia
Saccomandi, Paola
Massaroni, Carlo
Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title_full Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title_fullStr Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title_full_unstemmed Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title_short Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
title_sort validation and assessment of a posture measurement system with magneto-inertial measurement units †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513009/
https://www.ncbi.nlm.nih.gov/pubmed/34640930
http://dx.doi.org/10.3390/s21196610
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