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Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies

Wrist velocity is an important risk factor for work-related musculoskeletal disorders in the elbow/hand, which is also difficult to assess by observation or self-reports. This study aimed to evaluate a new convenient and low-cost inertial measurement unit (IMU)-based method using gyroscope signals a...

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Autores principales: Manivasagam, Karnica, Yang, Liyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874503/
https://www.ncbi.nlm.nih.gov/pubmed/35214592
http://dx.doi.org/10.3390/s22041690
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author Manivasagam, Karnica
Yang, Liyun
author_facet Manivasagam, Karnica
Yang, Liyun
author_sort Manivasagam, Karnica
collection PubMed
description Wrist velocity is an important risk factor for work-related musculoskeletal disorders in the elbow/hand, which is also difficult to assess by observation or self-reports. This study aimed to evaluate a new convenient and low-cost inertial measurement unit (IMU)-based method using gyroscope signals against an electrogoniometer for measuring wrist flexion velocity. Twelve participants performed standard wrist movements and simulated work tasks while equipped with both systems. Two computational algorithms for the IMU-based system, i.e., IMU(norm) and IMU(flex), were used. For wrist flexion/extension, the mean absolute errors (MAEs) of median wrist flexion velocity compared to the goniometer were <10.1°/s for IMU(norm) and <4.1°/s for IMU(flex). During wrist deviation and pronation/supination, all methods showed errors, where the IMU(norm) method had the largest overestimations. For simulated work tasks, the IMU(flex) method had small bias and better accuracy than the IMU(norm) method compared to the goniometer, with the MAEs of median wrist flexion velocity <5.8°/s. The results suggest that the IMU-based method can be considered as a convenient method to assess wrist motion for occupational studies or ergonomic evaluations for the design of workstations and tools by both researchers and practitioners, and the IMU(flex) method is preferred. Future studies need to examine algorithms to further improve the accuracy of the IMU-based method in tasks of larger variations, as well as easy calibration procedures.
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spelling pubmed-88745032022-02-26 Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies Manivasagam, Karnica Yang, Liyun Sensors (Basel) Article Wrist velocity is an important risk factor for work-related musculoskeletal disorders in the elbow/hand, which is also difficult to assess by observation or self-reports. This study aimed to evaluate a new convenient and low-cost inertial measurement unit (IMU)-based method using gyroscope signals against an electrogoniometer for measuring wrist flexion velocity. Twelve participants performed standard wrist movements and simulated work tasks while equipped with both systems. Two computational algorithms for the IMU-based system, i.e., IMU(norm) and IMU(flex), were used. For wrist flexion/extension, the mean absolute errors (MAEs) of median wrist flexion velocity compared to the goniometer were <10.1°/s for IMU(norm) and <4.1°/s for IMU(flex). During wrist deviation and pronation/supination, all methods showed errors, where the IMU(norm) method had the largest overestimations. For simulated work tasks, the IMU(flex) method had small bias and better accuracy than the IMU(norm) method compared to the goniometer, with the MAEs of median wrist flexion velocity <5.8°/s. The results suggest that the IMU-based method can be considered as a convenient method to assess wrist motion for occupational studies or ergonomic evaluations for the design of workstations and tools by both researchers and practitioners, and the IMU(flex) method is preferred. Future studies need to examine algorithms to further improve the accuracy of the IMU-based method in tasks of larger variations, as well as easy calibration procedures. MDPI 2022-02-21 /pmc/articles/PMC8874503/ /pubmed/35214592 http://dx.doi.org/10.3390/s22041690 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
Manivasagam, Karnica
Yang, Liyun
Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title_full Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title_fullStr Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title_full_unstemmed Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title_short Evaluation of a New Simplified Inertial Sensor Method against Electrogoniometer for Measuring Wrist Motion in Occupational Studies
title_sort evaluation of a new simplified inertial sensor method against electrogoniometer for measuring wrist motion in occupational studies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874503/
https://www.ncbi.nlm.nih.gov/pubmed/35214592
http://dx.doi.org/10.3390/s22041690
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