Validation of wearable inertial sensors for spinal motion assessment

Spinal musculoskeletal disorders (SMDs) are a common cause of pain and disability, affecting millions of people worldwide. These disorders can result from various factors, such as poor posture, repetitive motion, trauma, and age-related changes World Health Organization, 2018. The objective of this...

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Main Author: Tan, Crljen Yong Ming
Other Authors: Chou Siaw Meng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
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Online Access:https://hdl.handle.net/10356/168483
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1684832023-06-17T16:51:43Z Validation of wearable inertial sensors for spinal motion assessment Tan, Crljen Yong Ming Chou Siaw Meng School of Mechanical and Aerospace Engineering Rehabilitation Research Institute of Singapore (RRIS) Dr Lau Jun Liang MSMCHOU@ntu.edu.sg Engineering::Mechanical engineering Spinal musculoskeletal disorders (SMDs) are a common cause of pain and disability, affecting millions of people worldwide. These disorders can result from various factors, such as poor posture, repetitive motion, trauma, and age-related changes World Health Organization, 2018. The objective of this study was to validate the accuracy of Intertial Measurement Units for the use of measuring spinal range of motion (ROM), by means of tasking healthy subjects to perform several exercises while using both IMU and Motion Capture System (MoCap) to record the data of their movements. The comparison was done by processing the MoCap data through Qualisys Track Manager Software (QTM) and Visual3D (V3D) to produce Joint Angles and Joint Velocities that can be compared to the output of the Inertial Measurement Unit (IMU) as the IMU has built-in filters to produce the Angle and Velocities of its own movements during the tasks. From the comparison of the data obtained from the IMU and V3D, it can been seen that the IMU has capabilities to track changes in angle and velocity to produce the ROM. However, the IMU’s accuracy differs greatly from that of the MoCap System. Bachelor of Engineering (Mechanical Engineering) 2023-06-13T06:33:03Z 2023-06-13T06:33:03Z 2023 Final Year Project (FYP) Tan, C. Y. M. (2023). Validation of wearable inertial sensors for spinal motion assessment. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/168483 https://hdl.handle.net/10356/168483 en B062 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
spellingShingle Engineering::Mechanical engineering
Tan, Crljen Yong Ming
Validation of wearable inertial sensors for spinal motion assessment
description Spinal musculoskeletal disorders (SMDs) are a common cause of pain and disability, affecting millions of people worldwide. These disorders can result from various factors, such as poor posture, repetitive motion, trauma, and age-related changes World Health Organization, 2018. The objective of this study was to validate the accuracy of Intertial Measurement Units for the use of measuring spinal range of motion (ROM), by means of tasking healthy subjects to perform several exercises while using both IMU and Motion Capture System (MoCap) to record the data of their movements. The comparison was done by processing the MoCap data through Qualisys Track Manager Software (QTM) and Visual3D (V3D) to produce Joint Angles and Joint Velocities that can be compared to the output of the Inertial Measurement Unit (IMU) as the IMU has built-in filters to produce the Angle and Velocities of its own movements during the tasks. From the comparison of the data obtained from the IMU and V3D, it can been seen that the IMU has capabilities to track changes in angle and velocity to produce the ROM. However, the IMU’s accuracy differs greatly from that of the MoCap System.
author2 Chou Siaw Meng
author_facet Chou Siaw Meng
Tan, Crljen Yong Ming
format Final Year Project
author Tan, Crljen Yong Ming
author_sort Tan, Crljen Yong Ming
title Validation of wearable inertial sensors for spinal motion assessment
title_short Validation of wearable inertial sensors for spinal motion assessment
title_full Validation of wearable inertial sensors for spinal motion assessment
title_fullStr Validation of wearable inertial sensors for spinal motion assessment
title_full_unstemmed Validation of wearable inertial sensors for spinal motion assessment
title_sort validation of wearable inertial sensors for spinal motion assessment
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/168483
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