Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data

Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data

Bibliographic Details
Main Author: Veta, Jacob E.
Language:English
Published: Miami University / OhioLINK 2020
Subjects:
Mechanical Engineering
Biomedical Engineering
Biomechanics
Osteopathic Medicine
system identification
vibration
osteoporosis
dbscan
human model
bone lead
vibration model
bone shock absorption
structural health monitoring
human monitoring
smart wearables
model reconstruction
bone damping
Online Access:http://rave.ohiolink.edu/etdc/view?acc_num=miami1595879294258019
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spelling ndltd-OhioLink-oai-etd.ohiolink.edu-miami15958792942580192021-08-03T07:16:02Z Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data Veta, Jacob E. Mechanical Engineering Biomedical Engineering Biomechanics Osteopathic Medicine system identification vibration osteoporosis dbscan human model bone lead vibration model bone shock absorption structural health monitoring human monitoring smart wearables model reconstruction bone damping Vibration based monitoring techniques are widely used to detect damage, monitor the growth of inherent defects, system identification, and material parameter estimation for various engineering applications. These techniques present a non-invasive and relatively inexpensive tool for various biomedical applications, for example, in characterizing the mechanical properties of the bone and muscles of humans as well as animals. In recent years, it has been shown that fundamental natural frequencies and corresponding damping ratios can be correlated to the bone health quality indicators as associated with osteoporosis, osteoarthritis etc. In this research, through the investigation of clinical data, an analysis procedure is developed to investigate the correlation between the damping properties associated with both lower and higher modes of vibration and bone health quality. Subsequently, a data-driven system identification tool for reconstructing the parameters (mass, stiffness, damping distributions) in a low-dimensional human model is developed which utilizes selected measurements from the clinical study. It is anticipated that the analysis process and parameter identification techniques presented here can be developed and tuned for any individual human model and can be can be used as osteological monitoring tool for predicting early diagnostics pre-cursors of the bone or muscle related conditions or diseases. 2020-07-28 English text Miami University / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=miami1595879294258019 http://rave.ohiolink.edu/etdc/view?acc_num=miami1595879294258019 restricted--full text unavailable until 2022-07-27 This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws.
collection NDLTD
language English
sources NDLTD
topic Mechanical Engineering
Biomedical Engineering
Biomechanics
Osteopathic Medicine
system identification
vibration
osteoporosis
dbscan
human model
bone lead
vibration model
bone shock absorption
structural health monitoring
human monitoring
smart wearables
model reconstruction
bone damping
spellingShingle Mechanical Engineering
Biomedical Engineering
Biomechanics
Osteopathic Medicine
system identification
vibration
osteoporosis
dbscan
human model
bone lead
vibration model
bone shock absorption
structural health monitoring
human monitoring
smart wearables
model reconstruction
bone damping
Veta, Jacob E.
Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
author Veta, Jacob E.
author_facet Veta, Jacob E.
author_sort Veta, Jacob E.
title Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
title_short Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
title_full Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
title_fullStr Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
title_full_unstemmed Analysis and Development of a Lower Extremity Osteological Monitoring Tool Based on Vibration Data
title_sort analysis and development of a lower extremity osteological monitoring tool based on vibration data
publisher Miami University / OhioLINK
publishDate 2020
url http://rave.ohiolink.edu/etdc/view?acc_num=miami1595879294258019
work_keys_str_mv AT vetajacobe analysisanddevelopmentofalowerextremityosteologicalmonitoringtoolbasedonvibrationdata
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