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Smart Shirt for Measuring Trunk Orientation

Improper cycling posture is linked to a variety of spinal musculoskeletal diseases, including structural malformation of the spine and back discomfort. This paper presents a novel smart shirt integrated tri-axial gyroscope and accelerometer that can detect postural variation in terms of spinal curva...

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Autores principales: Simegnaw, Abdella Ahmmed, Teyeme, Yetanawork, Malengier, Benny, Tesfaye, Tamrat, Daba, Hundessa, Esmelealem, Kaledawit, Langenhove, Lieva Van
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739249/
https://www.ncbi.nlm.nih.gov/pubmed/36501789
http://dx.doi.org/10.3390/s22239090
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author Simegnaw, Abdella Ahmmed
Teyeme, Yetanawork
Malengier, Benny
Tesfaye, Tamrat
Daba, Hundessa
Esmelealem, Kaledawit
Langenhove, Lieva Van
author_facet Simegnaw, Abdella Ahmmed
Teyeme, Yetanawork
Malengier, Benny
Tesfaye, Tamrat
Daba, Hundessa
Esmelealem, Kaledawit
Langenhove, Lieva Van
author_sort Simegnaw, Abdella Ahmmed
collection PubMed
description Improper cycling posture is linked to a variety of spinal musculoskeletal diseases, including structural malformation of the spine and back discomfort. This paper presents a novel smart shirt integrated tri-axial gyroscope and accelerometer that can detect postural variation in terms of spinal curvature changes. To provide accurate feedback to the wearer and improve the wearer’s correct movement, the garment is able to recognize trunk body posture. The gyroscope/accelerometer was placed around the upper and mid trunk of the user to record tri-axial angular velocity data. The device can also be used to help determine the trunk bending angle and monitor body postures in order to improve optimal orientation and position. The garment enables continuous measurement in the field at high sample rates (50 Hz), and the sensor has a large measurement range (16 g, 2000°/s). As electronic components are non-washable, instead of encapsulating them, a detachable module was created. In this, magnets are embedded in the jersey, and allow the positioning and removal of the sensor. The test results show that the average trunk-bending angle was 21.5°, and 99 percent of the observed angle fell within the standard (ranging from 8° to 35°). The findings demonstrate the feasibility of employing the smart shirt sensor to estimate trunk motions in the field on a regular basis.
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spelling pubmed-97392492022-12-11 Smart Shirt for Measuring Trunk Orientation Simegnaw, Abdella Ahmmed Teyeme, Yetanawork Malengier, Benny Tesfaye, Tamrat Daba, Hundessa Esmelealem, Kaledawit Langenhove, Lieva Van Sensors (Basel) Article Improper cycling posture is linked to a variety of spinal musculoskeletal diseases, including structural malformation of the spine and back discomfort. This paper presents a novel smart shirt integrated tri-axial gyroscope and accelerometer that can detect postural variation in terms of spinal curvature changes. To provide accurate feedback to the wearer and improve the wearer’s correct movement, the garment is able to recognize trunk body posture. The gyroscope/accelerometer was placed around the upper and mid trunk of the user to record tri-axial angular velocity data. The device can also be used to help determine the trunk bending angle and monitor body postures in order to improve optimal orientation and position. The garment enables continuous measurement in the field at high sample rates (50 Hz), and the sensor has a large measurement range (16 g, 2000°/s). As electronic components are non-washable, instead of encapsulating them, a detachable module was created. In this, magnets are embedded in the jersey, and allow the positioning and removal of the sensor. The test results show that the average trunk-bending angle was 21.5°, and 99 percent of the observed angle fell within the standard (ranging from 8° to 35°). The findings demonstrate the feasibility of employing the smart shirt sensor to estimate trunk motions in the field on a regular basis. MDPI 2022-11-23 /pmc/articles/PMC9739249/ /pubmed/36501789 http://dx.doi.org/10.3390/s22239090 Text en © 2022 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
Simegnaw, Abdella Ahmmed
Teyeme, Yetanawork
Malengier, Benny
Tesfaye, Tamrat
Daba, Hundessa
Esmelealem, Kaledawit
Langenhove, Lieva Van
Smart Shirt for Measuring Trunk Orientation
title Smart Shirt for Measuring Trunk Orientation
title_full Smart Shirt for Measuring Trunk Orientation
title_fullStr Smart Shirt for Measuring Trunk Orientation
title_full_unstemmed Smart Shirt for Measuring Trunk Orientation
title_short Smart Shirt for Measuring Trunk Orientation
title_sort smart shirt for measuring trunk orientation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739249/
https://www.ncbi.nlm.nih.gov/pubmed/36501789
http://dx.doi.org/10.3390/s22239090
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