UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION

Continuous human motion analysis allows for the detection of diseases and their complications, aiding in treatment decision-making. One tool in the field of biomechanics that can be used is the Inertial Measurement Unit (IMU). IMUs can measure rotational angles, angular velocity, linear accelerat...

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Main Author: Falih, Muhammad
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/86478
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:86478
spelling id-itb.:864782024-09-20T08:57:26ZUTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION Falih, Muhammad Indonesia Final Project IMU, OptiTrack, OpenSim, Gait, RMSE INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/86478 Continuous human motion analysis allows for the detection of diseases and their complications, aiding in treatment decision-making. One tool in the field of biomechanics that can be used is the Inertial Measurement Unit (IMU). IMUs can measure rotational angles, angular velocity, linear acceleration, temperature, and, in some cases, magnetic fields, which provide information for human motion analysis. This study aims to reconstruct walking motion in the OpenSim software using three IMU sensors. The study involved 5 subjects aged 18-59 years who were not injured and had no foot abnormalities. The subjects performed walking movements on a treadmill. Markers were placed on the subjects using a 19-marker Helen Hayes Lower configuration. The study used 8 Optitrack PrimeX 13 cameras and 3 IMU sensors. This study takes data from only one subject which will be processed and analyzed using OpenSim software. Data processing and RMSE calculations were performed in this study. The RMSE value between the knee joint angles from the IMU sensor and OptiTrack was 4.56°. Three IMU sensors were not sufficient to reconstruct walking motion in the OpenSim software. The results obtained in OpenSim also did not accurately represent walking motion and walking kinematic parameters. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Continuous human motion analysis allows for the detection of diseases and their complications, aiding in treatment decision-making. One tool in the field of biomechanics that can be used is the Inertial Measurement Unit (IMU). IMUs can measure rotational angles, angular velocity, linear acceleration, temperature, and, in some cases, magnetic fields, which provide information for human motion analysis. This study aims to reconstruct walking motion in the OpenSim software using three IMU sensors. The study involved 5 subjects aged 18-59 years who were not injured and had no foot abnormalities. The subjects performed walking movements on a treadmill. Markers were placed on the subjects using a 19-marker Helen Hayes Lower configuration. The study used 8 Optitrack PrimeX 13 cameras and 3 IMU sensors. This study takes data from only one subject which will be processed and analyzed using OpenSim software. Data processing and RMSE calculations were performed in this study. The RMSE value between the knee joint angles from the IMU sensor and OptiTrack was 4.56°. Three IMU sensors were not sufficient to reconstruct walking motion in the OpenSim software. The results obtained in OpenSim also did not accurately represent walking motion and walking kinematic parameters.
format Final Project
author Falih, Muhammad
spellingShingle Falih, Muhammad
UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
author_facet Falih, Muhammad
author_sort Falih, Muhammad
title UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
title_short UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
title_full UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
title_fullStr UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
title_full_unstemmed UTILIZATION OF INERTIAL MEASUREMENT UNIT SENSORS AND OPENSIM FOR RECONSTRUCTING WALKING MOTION
title_sort utilization of inertial measurement unit sensors and opensim for reconstructing walking motion
url https://digilib.itb.ac.id/gdl/view/86478
_version_ 1822011065489162240