Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1784657704178941952 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8874503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT manivasagamkarnica evaluationofanewsimplifiedinertialsensormethodagainstelectrogoniometerformeasuringwristmotioninoccupationalstudies AT yangliyun evaluationofanewsimplifiedinertialsensormethodagainstelectrogoniometerformeasuringwristmotioninoccupationalstudies |